{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Wind Speed Vs Wind Stress\n", "# May 23, 2017" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "from salishsea_tools import gsw_calls\n", "import xarray as xr\n", "import numpy.ma as ma\n", "import cmocean \n", "import netCDF4 as nc\n", "from salishsea_tools import (\n", " nc_tools,\n", " viz_tools,\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "520561" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "511921+4*2160" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "bathy = nc.Dataset('/home/vdo/MEOPAR/NEMO-forcing/grid/bathy_downonegrid2.nc')\n", "mesh_mask = xr.open_dataset('/home/vdo/MEOPAR/NEMO-forcing/grid/mesh_mask_downbyone2.nc')\n", "new_domain = mesh_mask.tmask.isel(y=slice(334,898), x = slice(114,398))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Q0 = 10**3\n", "C = 10**(-3)\n", "Qa = 1\n", "\n", "windspeed = np.linspace(0,30,100)\n", "windstress = windspeed**2 * Qa * C / Q0 * Q0 \n", "\n", "plt.plot(windspeed,windstress)\n", "plt.grid('on')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# January with rr_vtau = 0.1, -0.1" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "WN010T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.1/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WN010V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.1/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS010T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.1/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WS010V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.1/SalishSea_1h_20170101_20170102_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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kuA7bPZ8Nrl557f/cUvVsTjelaOis9EiEKBIyDemAIBilrczyDZUh60XI3oK5\nCRBqn/tq8vbw02NxfYYxMm1jbKrq4/nrShH5MWFY/KmitJyI7EKo9AH15dcj945+HeAFBx6oQDVm\n00XNS+Hx8Pv/FXHCA+96c3WbiwSiCJ9py85YL2IvATStQEcnVCpoXtNcAImTvIGG9EYDG9G+Xnxv\nN1ruxx35wSZIbkw1QkjvZUwuw3VYR1yk31GyrDmf96dveIjICWf8+sHqtsKjGeV/Jb9w2D5NkW0s\nnuhNq++9DpYn9MOqlD7SHYzQzEOmg2UpnQiv29vSHG2JmP5qnLYwNkVkNuBUtTt//zrgLEKOvBOA\nc/PXYtz7GuC7IvIlwgShRcBt9Zyr8GQ+eurxk3kJdfPIh4/Lc26GYfKCIlbTAYsua72Z6qUVS8HF\nqLhQ19xlKARvZVoG79EsQ6IIeeIB1HvUZ2jvBjSt4Hs34A7fZFKwsaUgWID9NHDZvz4XCMnWVxOq\n+vz83S+Ydjlm5SV3Cy9m7fD5x1+xYNrlGY+n+zJiF8pMZjpoXHqUYtXnw+YeJfOFkenxqiROeNnC\nrZokvTHlmP5qmHYx1XcCbhKROwlG4y9U9VcEI/O1IvIAcGi+jqouBX4A/B34FXDyeDPRh+NKMa4U\n8/jp7xy/8RQQ8m6GZa+LfoCLHC5yiJNRJxA1i+Sp+1BxaF79R8WhNUPnWqmE5Ow+QytlfG83vq83\nxGh6Dz4zQ9MwJpFLjnkOXaWoauxNF5+7cXmomuOEUuyGvC+Svp9386PjdzTNiAgO8BqGxjMN3so0\ng3Km+eKpeF81NAujNImkmlfTMIyRaQvPpqo+BGySH0NVVwP/NMoxZwNnb+45xRWVfSKeOOPd+ErK\nbv992eZ2VzfqPQsv+N6m8uTKzLXi/wMRIEz0AUJS9rSMViqQViCP1Rzy6qLBdTdzqybNGEQswH6a\nKbyLx1z+1+q2q44/YMrP+5nX7LnJtgtuC1FMtR7OVsMDqYeKD4ZlEa3kazydRUymExkSn/ns7Tum\nU1RjujH91TBtYWw2g13P+SZPnnkSzjlIYuicOmXyxBnvBsBXUnSUeMw9L/w+AMs/+LaqITwZxPf/\nMQxtz9oadTGoR9RDOoB6T2XB0LLTycr7wWdIVqY8f3/i1Q+Bc+A9koaE7L6vF79xA/7AfwZAbr16\n6EkL49JFcPCbJu1aDMMYZOtZJbpKnp7+yviNG+Q/f/tw1Ys5Eh98UUgGctldK/GqXHrnU7xz/51G\nbDsRnu7tU62eAAAgAElEQVTLKDRm5hVlcLgbYPe5m/7EFbGZu86OeaI3pbB9B1Klu5xSyRSvysG7\nhvK5964ZIPMQuWBkioBDqhOG9to6afg6DGM0ROQw4CuEwLqLVfXcYfsl3384oQraO1R1iYh0An8A\nOgi23g9V9TPTKnwNZmyOgXMulJCcosDgJ854d57I3NXlOX389HcSJTESOVZ86r3s8tmvNyyDJCUk\nToKhGUVAFGQiBEUnK+8PxmSBc6CKRiWSp5eFofMsQ3yK9oehcb+xG3/Q0YPniHLjMoqG9gW0po/D\nmAom80+SMT5dSVSdFV5Os0n3KJ5/y2OUU1/t95OvWjjuMUkkRXKKSUU16JLMD53Qs3xDZRPjsLCH\nH+mu4BA8Ws2VWck2/YxKkUNrbt1QTSa8FjPTjS2fZuivvFzu14DXElI43i4i16jq32uavYEwL2UR\ncDDwv/nrAPAaVe0RkYQQivhLVb2FJmDG5hjs+OkLWf1fp1SNzdX/dQrqPduf/tXN6u/x09/J/HMv\nBeDJM0+qbq93iD7KvaviJscALj26BOIEogSiKBicgJCivqb/4b8O+XA5WYYQvJxaGQhxmP0bQ3xm\nDbWGpzEzEctTN+2c87q9AfjYr5aRJRF9lYyTf3rvZue2/PwfHgHCBJ/hcZcjDZ2PRJECaTLRmhjL\nzIf1wrAs3mcoTvIZ5jLo/axomADUX/GDuTKj4q92wDyXRhP114uAZXkoISJyJaFoTa2xeTTw7bz0\n7i0iMq/I0gP05G2SfGmaf8eMzXHY7rTzq++7F58x6jD3eKz41HuJOjtYdfYHqn3ses43J9RHae4s\nfGcJcW6IXJuLJl3VpOo+mQWAGwj3Zu1QOgQDt5jMA1RfNcvw5f6Q6iitoFlmMZiG0UIUaYb+87cP\ns7Gc8bFfLdus1ENdpYhy6vn0DQ+Req0asxPqI5k83bB2wNOfKakPnsm1fRX6U08SCZ2xGxJTWcmU\nyMGsJCLJPVTFTPPCm5k4R0ckRA7229ZiMI1pYXsRuaNm/et5OrOC+UDtP7vHCF5LxmkzH1iRe0b/\nDOwDfE1Vb500ySeIGZsTQCKHS2L6L/9s1bPoyylZJcREFUbk3JPOGXLcqrM/QJTE1T6ySsrOZy6e\n8Pm3/ciXGhF/CMnTyyBOQqlIn4I4JO0PRqQMTvYpKIxOfBYMyjS/Zp8FQ9Nn4BxqXkxjFCx1SHOZ\n0xkTOaGc+iExlsPjLE972R5D1ovJPYOVf4SzDt1rs2Q4atE2m3XccNYOhOH71Cv9qWdjJaO7nDGQ\nZsxKIiIRai9rIPM4Dx1RROSGOneSSPAa4jH33aY0KfIZWx5TpL+eVtWDxm+2eeRZeA4QkXnAj0Xk\nOar6t6k631iYsTkBxDlcFA1dL8X4LBv0AEaOnm98Mq/2E7bFszvx5RCU7ivpph1PM/Haf4Qhc3Hh\n1cVI2o+U+5BKH+XdD6T0xN3gIqRm1nh59wNJHrx5k/7ERSEw/4DDp/lKDMOolyL1UG2cZWFo1sZz\n/tdN/yDzysdfsWATQxPCjPJWINOQlmhjJWNjxVPJPJnCqxdsxZKnNoY2PswmdwKHzJ/D/WvL1ThN\nGBxuj6zyj9Ga1FOgZtw2qrpORH4HHAaYsdnqzH73WQAMfHcwo9LwYfVivZhYpJknIq5WJCq3gLGp\nLg7piVwctK3qEEMToLzrc0c8trL3ISQP3hxUtfdkz3rN9AlutC8iVoGjybz/oF0BuPCOJ8i8Uk49\nkZNQbWjY5KHMK5//wyN0lQb/XBeG6XTn7hyJIhdmYWj2p35IiqIDd5o14nH7blMKk4Y0JHDfe57F\nYxp10Dz9dTuwSET2JBiQxwJvH9bmGuADeTznwcD6vKriDkAlNzS7CJOMvjCNsg/BjM3NoOPtnwBA\nr1tMefVqXBTRlRuio7HmvFPRzCORY+dPTHwIfTLRjtmohlRFkg4glX4Y6K3WLh+Pyt6HTLGEhmFM\nFYXRedGSFZRTT09/Sjn14w6NX3rnUwCTkrKoUYo4zY2VjEpWTOxxHLHn+OUiF25lBqbRHqhqKiIf\nAK4jpD66RFWXishJ+f7FwLWEtEfLCKmPiko0uwCX5XGbDviBqv58uq+hwIzNzUB/c0lIg+CiumeG\nb/uRL7HmvFMnZWJPw7gYfBoMzaxcHSav7Dk87tgwJgfBZqO3EoXhOBE6WmT4HIJXsxhUciJkqryu\nDkPTMDaHZuovVb2WYFDWbltc816BTUrwqepdwPOnXMA6MWNzM5A4qZZeBOoyNtee/9GWGEZ0fWuD\nsZmlwdDMsjDz3HIgGlOJgLTA8KsRcDLy5KCxSFpAR6wre8qZVvNpRiJUUOx/jDGlmP5qGDM2NwMp\ndaLl/mr+yWJYfSy2OeWLdC8+Y6pF2wRX7g2J110UJgQls3Ab1yJZGakMoOIo7/LsaZfLMIzmcNU9\nq4kEirpC9SRjB5iVTL+x2Z+nJfIahs4Lsjw/phPhlXvMnXa5DMOYGGZsbg41eSQn4q0cnhJpOtAo\nAXH4KEF8hmglpDXKUxtVdn7mtMtkzESkOknOaC61XsCJVBU6Yp/JSVs0ETojYcCDQ5F8MmMtL9xl\n5IlAhjG5mP5qFDM2J0i1zrfPwGckx3ysuQKNg0YlVMKM0+LLFvWhvKTYw2MYM4mf3L8GV5PuaLJL\nWE4VIoKqD2UpFdpEbMMwcszYnCCSJGiexL0dKuWkylBvQJGw3XvzahrTh1hS91bAiQxJEdQOOBk0\nLr3SdvIbWwCmvxrGjM0JIqXOYGy6qC0m1ZQzRYGOSPKJQBGop7Ljvs0WzZhBiCnrliBxQiWfxT3R\nCULNwCNInoC94qGcecperV65Ma2Y/mocMzYnQHz/HyHOy5m5CIla37OZKahqCNTKKkhWJt12YbPF\nMgyjCUSuHT2bIbVR6pWy1+Fhm4ZhtAFmbE4ASUpopYxEEYW+K1/5eUrHfrypco1FlmtmJ4JkZaKe\nVfhOy0dnTD8WYN98Eidkvn08NA5F8zrnmSppZlV/jOZg+qsx7NObAJU9Dw7eTOdCUncgntVF9pPz\nmifU77415u55Jce8kgvDAGkZetdNj1yGYbQcHbEjiRzOCZEIXaVosxK8TxYr+8avWiYaJjIJELf+\nYJJhGCNgns0JUtn7ENySnwGgWYY76pSmyiOlTuoZVYoGepBy75TLYxgjImIxTy3AIfPncMPyDdX1\nEw/YuYnSQCT13RPlTMls+NxoFqa/GsaMzXYnLuHu+Cn+oKNH3r1mObgYSfuhdx2VBQdNr3yGQV7u\nrcUno8wUIglGnqvT0JtSWRysHfBs0zH6INtjPSmRhFnpu82xIXRj+jH91ThmbE6Q5MGbyQD1Huno\nonLVF8L2JuXbjObOAxfh7v9jdZskpWrddvUe0jJaqZDu98qmyGgYRmtw02M9OBESJxA7rr53Nc4J\nb9x326bIE2JIlXVlT+Zh/UBGX8XTlTg6Y0GKNqrsOtt+rgyjXbGnd3PwPjfkMqKOjubKEidIUkI6\nZqF93YPbfYYW9dvTCumzXtM8GQ1DJlZty5g6vCrOCU4hjlxL1BXPPAxknlW9ZdYPpOwyp4NSFFOK\nhJBMowWENGYupr8axj69iZInclfvkVIn0hGWZiEdXcHQjEqDslXKVPY8OFQ5AjM0DcMAwlB0MXye\nREIkkDTxR1QAT8if2VP2PNVbppJ5nrtDJ51RmMS006yInWbZzCDDaGfMszkBSo8uQQkTgwB45fHw\nm0uaKpOUuvClLly5rypbuu/LgTCZyTBaBdcKLjQjeDZFOGrRNtywfENTPZtFGFzqoaec0lfJ+Ndn\nbQ/A9l1mYBqtg+mvxjBjcyK4CK30Bo/hy98OgPzTuwDQ31xSfT+d+I7Z4fzOvkrDMMamKPt41KJt\nADh04VYA3L5iIy/cZda0yxM5IasofamneyBriUlLhmFMPjaMPgG0vxfSyog10SVO4PeXT79QRa3z\nXIZ2qGpkzEDy1CGTvRj1c/uKjYw2oTaJhLtX9U+vQIRhdM0LTxSVja6+d/W0y2EYY2L6q2HMHVYn\nySN3oJUKmlbQg9+0yX6JQ0qOpqaCc9FgOU3DaCHEAuybypKnNgIwkPoR9x+wYxdLnx6YTpEAiPPf\nW8ljRztiu0eM1sP0V+OYsVknEif4tIyWR/73ry89dpolys8blRBxqDgQoTJ//xHbrTnvVCRybHPK\nF6dZQsMwmk3iHGEqDrx6wVYjtnn29s3JrJEpOISOyFWH90fiO3ev5N+eu+M0SmYYxmRhpnq9iENG\nGD5vNpp0oHEHuBjc6F9nVIqJkpgNXzt9GqUzjEFcJJO+GBOj1WIi+zOlFAmRC0P5Y5FEju///elp\nkswwhmL6qzHM2KwTdTHqszENuqbgYjSK0ShB+jbAH787YjNxDokcrhTTvfiMaRbSMIxmUhiZUYtV\nQRERYieUIqEzdvz64fWjtk1cSEZvMZ2G0X7YMHodJE/dh/g0rLSYd1OjEkQlNO5EZvUS7zCfgZ+c\nB0D0xo8w8N2z8eWUqLNEVLJSb0aTEJAWM3RmCveuGahOvpmVtNaf5Q4XDGEnQa/OKUX8/h/dRE54\n2W5z+P0/uql4xavSlbSW7jVmEKa/GsaMzTrQOEGychhGdyMH2DcNEdTFiHq0Yy7R3HlIPkko+8l5\niAveTMmCZ7Pj7Z9ossDGTEQQnAXYNxUn0pKVeLxC7IS5pYjEObx6Eifc/HhPdWjda5C/SNVkGNOJ\n6a/GMWNzHEpP3B3SC2Uh5VH2vNaqxqNRCRUBdWjSiXbMRrpmo329ALhSjGYezKlpGDOaxLmmTQIa\ni8QJDkU1xG16FZJIcL4wjD0g1RyhhmG0H2Zsjoc48CnqfevFawIeIfNKIoB61MW4zln4tAw+Q1yE\nuozojR9ptqjGTEaYcXnlWoHlGypA7tVsPfWFZGUiwp/mzmiwjKYTwUVF7s0geDOSzhsGYPprEjBj\ncxw06YAsRsRBWiZ58OaWKgPZl3pmF8nqshSNSiR77Et59wOxR8MwZjYLt0q4f225Gmr+wLoyi+a1\nTi5eSQfwHXMBeGpjRuIcA1nGATt2NVkywzAmEzM2x8N76O+mvOAgkkfuaLY0m1A1NAvE4WfNa44w\nhjEalhS5qey7TTAwC09nq1AYmgClKAyfD2RNFMgwRsL0V8OYsVkHOtAHQGXBQU2WZBziEgqIbx3P\nhWEEBGnBMJSZQO2coIVbtW7wtkhucNp9YrQcpr8axT69MUgeuQNdswLt39hsUepC4w60NAtWPkz5\nys83WxzDMJrIYz0pj3anLTkDfSTmlVzVu3nD8g3NFscwjEnEPJtj0TEb+nrJnvf6ZksyJusvOA1x\njq1OPheRdNSSmobRLESw1CFNwKPstXXrejMBbnqsB4CX7TaH2AXPZmI5DY0WwvRX49inNwbiU9L9\nXtlsMcbFJTHJ7BBQ76MEN3sros4S6y84rcmSGYbRLMqZkrVYWuCRSJxQ2JZdsUMEOmPHzY/3NFcw\nwzAmDfNsjoJet5j+SgW363ObLcq4dMybWw1eFlXwGb6SWoyJ0UKIBdhPM6qw97zW9moCdMSuWuFo\nbiL8o+LpiMO9cveqfp67Q2czxTMMTH81jhmboyCds9GsPeKGioegfOXnKe2yG2mpE4kcUadNFDIM\no7VJnKPiPX9d2cdA6nES6qQ7kZZMQm8YxsQxY3MYfd/6TwA6tt8Wd+QHmyxNfbgkfI2elGztSgDS\n3n6rhW60Dk1KHSIihwFfASLgYlU9d9h+yfcfDmwE3qGqS0Rkd+DbwE6AAl9X1a9Mq/CbwYPrQmqj\n7nLaNrkqw20R7g0f6bDthtECWOqjhjFjcxiuFD4STctNlqQ+9DeXIHEJTcvVhyHrL1sddKPFmP7U\nISISAV8DXgs8BtwuIteo6t9rmr0BWJQvBwP/m7+mwEdyw3Mu8GcRuX7YsS1HMfG8ndIHORFwIb60\nI4qIXJC/HUIAjJmCpT5qFDM2hxHPCvFBbu42+GvOp7y+G4DO4z81ped96H1vBWCvi34woeNc5yy8\nz5COTrLudaj31Xro5Ss/T+nYj0+FuIbRDrwIWKaqDwGIyJXA0UCtwXg08G1VVeAWEZknIruo6gpg\nBYCqdovIPcD8Yce2HIXzpStx/GLZWjINE3DesPfUFnr49A0PAXDWoXtN6LgH11UQgUqqdJdTtu5I\nKEWOyIXUTQC7zbGfKcNod+wpHka1hvjvvoXMnUfis1AXfQpZ/sG34UoRujlTR+MSEgcPgGae5JiP\nkf3kPDTzVS+tYTQdAYmi6T7rfODRmvXHCF7L8drMJzc0AURkIfB84NapEHIyWTB30Bv4ZE/Cyt4y\n0RR7ZD7/h0coxY7M6/iNhxE56C8r/amnkmk1RvOxnhQrRW20DM3RX1sUZo2MxqvfAYC7bjGaTU39\ntEc+fBxA1T2/8ILvTbgPiSI0LqHlfpJjPgYEg1muOX/yBDWM1mV7EamtI/t1Vf36ZHUuInOAHwGn\nqGp7zBjMOWT+HH6xbG0Ypp4izr/lsaqhedrL9pjw8SKwsZKxsneApCYmrhQJDmiDzE2GYdSBGZtj\n8fvLkc7ZiM/Q67+BvPY9m93VY//vBDTz7P6ly6vrUe553O2/LxvxmEdPPR6J3Kj7kwdvxnfOQgb6\nqKxZRW2EkzvqlM2W1TAmG5m61CFPq+podWQfB3avWd8t31ZXGxFJCIbmFap69eSIO33c+kQv23Ql\nrO9P+cn9a3jjvts21N/Ff30SgBMP2JlL73yKTJU5nTGZV9534C6btL/srpXVlEbv3H+nTfav6E1x\nCGv7K6ztq/Bvz92xum/HLvMiGa3DFOqvGYMZm2PhIvAZuAgpNab8XBJDAo+f/k4gzGybf+6lYx9T\nihHneOKMd7PrOd/ctEFcQuJKkM8eBKOVEXDTH2B/O7BIRPYkGJDHAm8f1uYa4AN5POfBwHpVXZHP\nUv8mcI+qfmk6hZ4sCo9m5ATnG/duFpOOLrtrJU5kRAOyljAMPvp5nQgiihNhVmLGpdHCNEd/bVGY\nsTkaf/wu4hwTj0IaGVdK0MyHYe86h+XFOSQa3ZCUOEHzB8BmyhnGUFQ1FZEPANcRUh9doqpLReSk\nfP9i4FpC2qNlhNRH78wPfylwPHC3iPw133aGql47ndfQCJEDvJA4IWuw/ON3l64imWAQZRI5nI6u\nQSOB8mQpWMMwWhozNkehmHQjUPVwbq5eXHX2B4iSGHUe733dXsjC0HTOsfKs97Pjpy8csl+jkLRd\n0wr9q9czezPlM4zpoBne99w4vHbYtsU17xU4eYTjbmIst1ybEDkajtn8/t+fJsr7cCLVofHxcCLV\nGudX3bOaY5653aht48hNylC/YUwVNnrYGGZsjoK+5Biiu65DfRY8iOV++L+r0JccM+ox6y84DZ95\nojzJ+lYnn8v6C06jtNUsxIWKPrPffdaY511z3qlEpTi03Xlb1HvSvjLqPavO/gA7fOJ/qm0rOz+T\neM1v0Y0bGFjXY8amYRhVCiOzM3ZUvPKLZWs5Yp9tRm1fO5nIq1LJZ5cnNV7RN+03usFY8OuH15N5\nZU4pInJC5pWBzHP1vauHHL99V8S9awaIJJxjqmfNG4bRPMzYHAvnwlC2i1AXBQ/nGIhzRM4NSTkU\ndZaIOztwSVzXP6OoFOOSkCdzq5PPZe35H63mzfSkQ9qWViwl7e8l6+3evLRJhjFdiAXYTzeRCE6E\nimgwGOOx9VcSuaFe0DQjU3ATGD7/3SMb8iTt8Lo9t+aG5RvICHGZw/u5d80Aa/pCxaPO2O4No4Ux\n/dUw9umNgcQlJC6FCThxMm6eLVeKcaWYKEmIkoTylZ+nY95cStvMI95qK6KO8ev8lubOJu7sqN7Y\n25zyReLOEnFnCZfErDnvVNZfcBoAGiX49avpX72erL89Kh4ZMxMhj0Ge5MUYHScSqvFEQhLJuHkr\nEydDlo44Ch5Hoep9/OWD68Y/pwx6VQ9duBVetXruXz64jl8sWwvAmr4KXvPh9sgNSX1kGK1EM/WX\niBwmIveJyDIROX2E/SIiX8333yUiB+bbdxeR34nI30VkqYh8eHI/lYlhns0xSPd7Jckjd4SJQt6T\npZUx2yezu0Iy9SQ3OrfeDil1hiWK0EqZ7JrzcUedQv/lnwWC5zPrL5OVQ9/qPb6cot5XjcqsnOIr\nwavpkjBD3V9zPgNA7xMrGVjXQ9o/MHUfhGEYbUeRIP3eNUE3ROPEbhYzwrM8JjPKjU6vSqYMMVZ/\n98gGMoWechqM0xpDMfOKV+Xqe1dXj8sUKt6zsZKxasMAS5/s5sDd5jG3FJF5xUnIC2oYxiBbUsld\nMzbHobLgIEorlub/bMb2bBa1yLOfnIeUOnFz5iFJEryjAHECcULlqi/gkphKb184R29fdRg8q6Ro\n5qvr6n11XSKHJ6WSefpWrcFXUgbW9bD96V+dmos3jMnChqGaRjAaHRUZe2LPwbuGqO9bn+jNtyg4\nAR9eCq55YC1prp82VrLglXSeLO8+GKdKJRs8X3+a0VfOKKee7v6UzCuzEkcSCQfvOnfSrtUwpoTm\n6a8tpuSuaf86KO/y7LrbZj85D9c1Gzd7K9zsucGrGSfB+Mw9nBI5fCV4Kyu9ffhKSlZJSfvLZP3l\n6r6sv4wvh33e+/BaDttnv/ssBtb1TGms5kU7HcDFOx8wZf0bhjH1LJpXqnsG+e0rNob4SpE85jMY\nq5EbnDjUV8lYP5CyamOZp7oHWNkzwJr+CusHwrKuv8K6vgq95ZTecsqG/gpresqs3DBA5pUdt+pg\nVili645kyvNrvvZ/bpnS/g1jihmtnO6E2rRCyV3zbNZB8uQ9qDgkTojuuo7sea8ftW30xo/A7y/H\nzd6qOnxepE7KunuH5NhM+8ukvf1hQlA+fF7g83rstcbkLp8dWoWvHo/mr/d6IQCve+j2+i62hi4r\nTmxMFmKpQ5rF0qcHqvGbNyzfwKELtxq17Qt3mcWSpzaGFT9oYGZe6SmnbKx4HlvXx8oNA6zq7mfd\nxgpzO2MW7TSXUuyqs88Livfl1BM74eOvWDAh2Y/85p9Rr/ziPaMViRqdI75xB1HsOGzxbfzqpBdN\n+HjDqDJ1+mtKy+1C65TcNWOzHsQhaT90dI47Ix3yHJ1F8G8+i10H+iGtQD4snpUrZP1l0v4yu+Tp\njFad/YFqHzt/+kKePPMkJHLsfObikU5TF1E+y/PXe71wwgZnmBhgBqdhtDPV38hsaBqj0Sgm92SE\n4fAidVFPOaO7nLJywwBregfo7k/p7h6gu3uAy/71uVx4xxOU0/Dn+COH7M4Ftz1O5pVTXrzbZste\n1F0/+tIl/PSdB07o2I5SxEAZvLfM8UbLMla5XdiCSu6asVkHmuSzyF0/0lHHsE9uYBaz18U5fFpG\nK2XwGb6SVj2ZvjI46UgiN8Rb2YiRWRDlZTY1U36+MNzTRy6/Y6xDBo/NZ5b+cs+DeMPD9R1jGKPh\nzLPZFIpE7PUmd49EqpOEKlkwNDdWMlZvLLOmp8yq7n66+1P6ymGURvPBl8KzWdRJ/+CLho/2TZxS\n7KoG7DGXh0JOVx1fX2hPYaimqaWFMxqnSfpriym5a9p/HOI1y0EcqEfihMqeB497jCSlwclEhWcz\nrYTFZyFnZjmtDpUv/+DbgPqGxSdKVHJEJUfcFdMZOSKBny54AQBX7nYgV+42ureg1rP5yz0nPoxl\nGAUiYqmPWoBX7jH+ZJzaxO4bKxk9Aylr+yo8ua6fld0DrNtYoa+ckQ0z4k48YOeqoTlZdMSO0rDl\nuO/dBcBx37ur+n4krjxuf0qxI44dR37zz5MqlzGzaJb+UtUUKEru3gP8oCi5W5TdJVRIe4hQcvcb\nwPvz7UXJ3deIyF/z5fBJ/mjqxrT1OKTbLkSjUvBujpfU/darw5JPCiIuIaUu8FkYQk/L+dD5AGl/\nGV+uoHnFoUdPPX5K5BfniJKIqORI5iSUkoiSE36+8CDmxI6uSKrG53C6IkfJSe7hFG7Y2+KeDKPd\nKBya44XEPNJd4aH1FUqxMJB61g+kPN7dz8NrNvLAUz08srqXFev6GMgNTVXFOUEcHPrVqZmI01WK\n6YgdHXk4UOyEjtjxnh8tZW5nwnZzOjj5p/eOevy8WQnzZiV0lSLedNlfpkRGw5hKVPVaVd1XVfdW\n1bPzbYuLsrsaODnf/1xVvSPffpOqiqo+T1UPyJdrxzrXVGLD6OMQbXgyaGtxYRmDatJ35yBOkKQD\nFRfiNCuh5GRtKqPB46be5o+SCMj4p/uHTkb75Z4HkSn8fOFBmwyvH7n8jqpH04kgDU4YuminA3jf\nU39tqA+jfbEJQs1lvGF0h6CipJ6qR3NNT5l1Gyus76uwMU9dVCB5pSAHeKYmLjIMo4dJR5lXrnjb\n84bs/+i1D0AUXr94+KIRjg86Oc2PP+byv9Y9DG8YtZj+agz79MbDRVUjU904tnmeR1PiEpKU0DiP\n9fRZdSkMTfVDjU2JHI+f/s4pEF/ycwgvX3LTJvvf8PAdHLn8jlGrixQl78JwfGNpSkpOuGL+87li\n/vMb6scwjInhRKj48WMXvQ4On3eXM3r6U3oGUvrKKeXUV2eXOyfBqymCi1x11vdUcuVx+2+y7YuH\nL+KLhy+iNEq5y64koqsUE+fpm0ZrVy/HXnEnx15xZ0N9GMZMxDyb46BJZ3iTVXDaS2nF0hHzbsZ/\n/y2UQlvpCFWD1DkkHcBXyiFesxIqBRWJ2yWKiKIIzbJq/s3JJpmd4CLHC67/9ZjtRpsA9LqHbufG\n5xwSjM0Gc+J15SXzSk64avcDyRSOfWxJQ30abYIldW8akQipKpEId6/q57k7dI7aNlNlfX/Kip6B\n4NXsq9BXDknYi3ybtamNivybkRPKqd+sWeNjUcrvmWicWfTnvG7vEbcX3s6PXvsAPQMp5TQbsV29\nzO2MybxywvfvJs0/h+HeVmMLxPRXw5ixOQ7qYkR9mOSTjFHbPE7Ae3AuGJpRXjVIfdgOg685tXkz\nnxg/fPIAACAASURBVDzzJKaC0pwSWbkxBfuqv93M/x3yqoYftsLQLOU/HJllJJlR2ISe5lBrp401\nlO5RyqnSn3rK+VIMX8PIBt/VJ4RRiuO+d9e4BuHmUPR5yTHPabifMDu9sZnpkXNEDjLviSyl0ozC\n9FdjmLFZD3luj/GG0SVJ8tnn8aDxWTOEHroaLD1Zy2SkORrOfSe8ibhzcr7iqBQhTrj54FdyyK2/\n37w+ZHCyUclB2ZS1YUwbRWL3kXisJyXzoX55JTcwa43MwrNZ69UsDE2YGu/ef/72YWAw7rIROvI0\nSFmDfQ16cqe28pFhbGmYsTkexaQgcYPeymGUViyFrtkQJSAOX+pC405c3/p8UlAWXtNySHtUSUdN\nc7TsxLewz8U/3GxxH3rfW+nacR5xZ4lt992V3idXM7BhYLP7K4g7YyQSdDMMxBv2fhESCdvMTpDI\n8aq/3dywPEZ7EWL77Ad6ulnRm4b5jQKlWHBs6n1c0ZviJAyhD6SegXRwIlDwCA5+b6lXyqkfdZLN\nmy77yxAjdKJceMcTQKg4VOTJbDTOEsJEo9RrNX/oRPjcjcspp56BXCaALx+xb8MyGe2D6a/GaSu/\nsIhEIvIXEfl5vr6tiFwvIg/kr9vUtP24iCwTkftEZPT6knWi+Wz0bOtdN93nYog7UBejUYLGNTFR\nPhv0cBayjeKOX3biW3CR46H3vXWz5XSliNLcWZS2mkU8u5O4s0SUNPY1/+WIw5AoTASQCQ6V/e6Z\nL65OLoq7YqJSW91yhtHWOAkGZrHsPS/ZpE3iBCGUlsxUyXRoLGZhcEZOiMd4/o+94k4iJxx96ebH\nYRe5NGuH5EuTECtXyN5IRbQoP94MTcOYOO32y/9hQmLTgtOB36jqIuA3+Toi8ixCpv1nA4cBF4rI\n5v8tERfSGY0ydFLZ6Rm5wZmgcSmUt1QfYj390HjJYub5SLjI4UoRroFZ3+IcrhTjkpgoiZGo8Vnk\nLu9jc1IfSX5NZmQaxb0/mYsxNoVtJcKoQ+jbdwX9kPlQMcjr4PB5JLKJwTmap7E2AXtR7WeiJM6R\nuMFJQZMxg7yWifZ1/i2PVeWIJ1kWo70w/dUYbTOMLiK7AUcAZwOn5puPBl6Vv78MuBH4WL79SlUd\nAB4WkWXAi4D/24wTo+IQcWRzdhi1mcZJbpTmH6l6UI9mGTqCwTniqSKpej0f+fBx1e0LvnJF3eK6\nyIXqRJHD55WKGp0gVHhGvVde+Nsb6jrmpoNeATAkZlS9HzH9kjEDEMtT1wwcwdCsZ0DCazA0a2uJ\nV8tFusEh9WyUUJpS7IhqYj2LFEEjpSwajUiGThyMnDC3M+b8Wx7b7BrrF9w2WEq6YwLG4oV3PDHE\nwxo54axD99osGYw2x/RXw7SNsQmcD5wG1NZb20lVV+TvnwR2yt/PB2pLWvz/7L17nCxZVef7XWtH\nRGZWnUc/6IbmIfQo2IqjiAjYA9Igas/AgDKDio4XHBzGD6jTF0bkKQPI2LQ2wwzCRVCRiyLC58OM\nXB+ogIgObxEYUUQQkW4amn6eR1VWRuy97h9778jIep1Tp86p89rfzyc+mRUZkRkZp86qtdfjt25I\n+3aMuQZhBnaMW+WaGN1Uh3RrEDqsXYsp9K7tI5yurvFuxldf9pOs3Hz7wltU42bDL7Qbb9MBv44b\nn/NjiFPW7jjM7HCUVGqPrtEebY99cuKzP/5vsWD4mcfP5p2bvg3bOq0fvuq7EJV+fuzkwlhK0E47\nwswTvBVHs1DYYyonuGA4J9umow2YdiFuaeBEjuKNKmWtCzgRZj4waUY8748/15/rg6X91UIjkVNh\n0uzsT4yq4L315zeVMmkck+PMzvzqx7+80EW/OvPpOhwX7Wu2HKf5m//n5vhdkqMbbPF7lIhmobA7\nzgpnU0QeC9xsZn8pIldtdoyZmYjsqPpbRJ4GPA3gXve618b3FEHM+i50PXorYfnihWPcnbGg3VJz\nUPxhkEIPGx20kITd6+Xxhu70YT3n3f/rr+3k6/TnWohNSPmztuMff+pJiCrVpCHMOlzjeqcyTzka\nOpofu/p7eeA7/wiAjzzq0fP7UDt0kCo3b2nbndRI4VxBinTIKWA7G3ZoFlDS9K9topu3TuP/0dyJ\nHgYOVo5S5m7uBmX/IFvhg1HlLvX0z5vlgV77/d9wQt+pDaFPXQPsG1XUW1z87/zNLfgUjW03ibjm\n+s994wonwhs/eTNP/uZLAXjzp77aH6f5/UOsWfW22I1fnM3znWK/dstZ4WwSB8o/Lg2RHwMHROQ3\nga+IyGVmdpOIXAbcnI6/ERha3numfQuY2euA1wF82wMfuMFSmYEhSJoiJFWDrt5OmMQ+JHfnlxa6\n1eNJYa6tGTam0CHVQI5jZ3sIYYNDZt7v2NEEkjC8w0/X0vvE960mFZ9/+g9y+Wt+Z+M5qrimwo1H\niCrddJacy4BvQ3KMo+MIoI3yye9/DN1q10cxcy2nDiIn3vsFR/dhH33fjr9PoVDYnu1sWN/kk9bg\nTuBoZwSD/bWw0hlGquX0cXpQ5wPe6B3N9VuXHNH1uBSRzM9f/fgrTuj75BR+jmTWqtRuZ409669v\n/c9v/OTNOIkOZn7f3KXu0wSl4bmTxvH0B21sDC0UCsfPWeFsmtlzgecCpMjmfzazfycivwg8Gbg2\nPf5uOuUdwJtF5BXA3YH7AjuepZZXyiogQNUsI6FD1w7HNHkzmR8cAhI6MENCh/iW4GMnunkf0+sa\npwRpXaFpZKX4AKlB1Hzg0p97zc5vUMLVFSEE3HhEaFv8rKOaxDcXVb70vKeiTU13dLX/vOwg+uka\n3eqMtUNrzFLaPdZ8JoczGMEb2spCWl5UcEkSYh4RNYKPzup3vP+9J/x9CucOUmqe9pzGxYhj4+ZR\nQkn7W4PaSRpPGTVw27Q4jM6d67vSfZI78sFwAymiHPnrI4AiOCf80r/eOKP8ePEWHcyhM5iF6N/2\nt7f2xwXbKGNUq6AmQOivOV/frAscXKqj1ujA9/RpspITSc/TiF4T6pSpyZHQwvlLsV+756xwNrfh\nWuCtIvJU4AvADwCY2adE5K3A3wAd8AwzO6EuGTMjIDEFleSPTCtEdB7FtEFkcpuJQQycTZead04m\n4hRrO7qjq1TLE+zotH8ttB2zwyubpwKS49uttvhZjGSu7zx/8HvfzUce9egNOpu5vnM9FoyH/vl7\nTs4XKxQKO0ZIHd0Wn9u61yBGO1XoHTBVoTYliKFmBFO8xjNztHMYKRyOsQR4+dVfd1Ku/WjrGVcO\nV80/axhx3Eov0wlMU61mdjabSnnWlffq6zJzyrxeZwtVhJCiwDXwg994l5PyXQqFwlnobJrZe4ld\n55jZrcB3bXHcy4id67v5LIIR8+kqmEpMp4tizA02ohBm8amFlH/f6GiiGqWJnCMMpA8sOaVa7+6f\nIwrGtxy9+TBX/OabFjraw8zHCCtzxzCnubMD2a12feo9p83Xz1TPTue3v+ddfPiq74rRzv42zEXf\nH/zed+/quxTOMcps4T3HqWAGktxMITqWcZs7cUJ0GGung9pI6VParTdcLfPo5roObR+sr+ncDW//\ndIxcBjP+4wMv62sqQ5/inr9/vrZhQ0/+Tn7gbA67x0eVWzhuVOmCAxvfNz4+4YrF2vzCeU6xX7vm\nrHM295ouGCISC8dlPqZMLGCpCUhCilBmJ3NdtFOcixHFukFTd6Y4xXzAtx0XXvNLW37+F/7Tj/TO\nKMR0eL0cO70txOjovV7xJgB829EenXL7P9zBH/+zb+d7/uEjfOl5T6U9Ou3T2hnzsS7z/m99x4bP\n/NQPPI6jNx/d4DBm2aP8WBzKwk4oBfZ7i/pY7tK4qo9qVhqbHjHf15k7FSqDS5cbRk5ZaT3BYsNN\n1QU6HxuHZmkhOuvCwuhKH4xnP+xrNr2G69//xf4zho/5PKCXNMqfO/OBX/nYTX3n+Js/9VVCatwZ\nEsz4sW+5K+t55QdvoKmUF1x1n4X9T/yG4kAWTpxiv3ZHcTa3IRgEQM2i3iap+3Ihsjk32tuiDjSg\nVR27z0OMbGrYeO4Xn/mj/SrKNRX3/MU38oX/9CNxgo9TtNk4BeSmFz6N0LaYDzTLDRfep+KT3/8Y\nLrz8IkLb0R5tCQNrbT7QTjv+6jFX862//85+/1//m8emxqAyt7xQOKsJHkToG6kt1YjnHwFE+2jn\nqBL2jxxOowxSnUxAK0AXaJzGusZB2typ8KwrF7vgh7qWub5zs27uYST0ur/4JwAOLtX4YByZdvzC\n+75AUyl32Rfl34ZRSBWh1sXucojSRzn6ev37v7jh2gqFwumhOJvb4C0GK5FomEPMphNyh3pgXru5\nGaqDzQEx0iBOUeKUn/Wd6De98Gl99BPmq6l7//ff4oafefJCKF9VCapRX1OVbnWGn3nqfXVfl3To\nhjtTBDU2+mgSe4eYKq8mFX/7pMf3dZezoy1+5gm7FIIvFBaQ9H+msHdYABTxs2TIBkgcUWlpoSzE\nBhvvNI64FE/rLTUNKW2Yp5+HjmNTKa/56Jf6bu1f+dhNGxzLHKF8wye+srDfa+xwf94ff24hFT/r\nAoenHUuNoxmkunMzD8xrTJ1EjcxhF3n+/M265guFE6LYr11T4sLbkGs2A9HR7H82S07oNrdv+JrG\nNLqoQlWjVZ3GSMbHW679aQC++rKfxNVRhkjrOp7j5r/g4rR3PlWz7JDr97VH1+imXWrwiftmR2dR\nWD05mH2HeWoE6lY7Zkdb2ml87KZdn25//0MewQeuvOok3MlCobDXSOhiiU/wMaqZfx7WlQ8WypUK\njYvbuFLGlVIn57NWSc1EsXO71qhfOakdkzraqDd84it91HO4ZWqVfsvvAzHCeWStY2XmueH2Vf76\nxju57egaK4MFb9a93K4xKL/npHHsG1VMascbP3nzpscXCoW9pUQ2j4GZYSYYhjfpm4U2XTSLpJGV\nLhr3uukrzq2Kz6VuwTlUHTKdUY1HhOWO265/JlpXBDqcU6jZEPXM04Q0zT+HqNMJSbooOYwrt6z0\nkkOf/P7H9M0+3/KOPwCiMHveFycF+Q1d5nk+u57APPRCYVNKZGBvSY6kZIfSQmxwZB7RzKgk6SBS\n2hzFqTHt0qhaM2qn4AO10+hwmvQd3W/85M3MfOg7wJ0Ky021IDP07/75pfzO39wSP8+MlTYef2St\n49Yja8y6wJ13TJmtdbzt2Q/vz3vzp75K640ff8A8XZ5lkIYSSEo0t/uq+eeWaqDCSaPYr11RnM0t\naHOXIyCxZBNSs9B22RmTGH00q5Cq7qcIiXNQ1VDVWAeo79PoMYKpg07wOFFoffebqi5MGrIQUFW8\nD/hZ18sWDbUtv/l//v6Ga8yyRnkSUCZPBHKpq1xKGqpw0pBYTlLYO7Yq78kkKbfcPSRCb99EDEVw\nChpIqXXpI52ZPMt82nlWZ3HzSYuzqRTnlDd/6qv88P0v4Xf+5pZ5x7jNheIhNh2trLZMj87o2sXr\n/uH7X7Lh0msnfN/9LlrY9/ZP34rX+Fr+HN0iEloo7Ixiv3ZLcTa3oPXW12wahg8CCputbbKDiSlI\nHG8pAK6GKoD387rN1CgUp/3khp8qjq10mss6F0ZY3nb9MzEf+qlD6wlt24+nPB6GDUFDcpd5oVA4\nR0jRzP5x/csSJY6GiY2thvXENapEMfgQ6ydVhbYLrM48R6YxFT6fi+6ox0otwtv+9tZeUD2PxMz1\nmbMuyhT5LsSFc3fsEbfrHU0ockWFwplMcTa3YM0bM2+p6FwQLE6n6EfoxsifqAMTcE1MTeVoQujA\n+16LU6Yraf8Y1GGAVjWMIczm+pZ+OuunCN38kqf3+2CxZjO0Hb6N5+XGoPwew/nlhcIZgbBQf1w4\ntbjDX4kDKEQXK/PTPnM1pm4+ijIvrHM9esKHPGGIvjYTICSh95U2sNJ6bjsy4/Bahw/G//jXXw/Q\nd5Mv1Y46ZVNCqrtsU8f5HSstd6y0tGsds9XumMHYQuG0UOzXrilx4S1ok1GMXejRAOfVf7CYeTID\n06qfKkS/uWjkXZqpPuhIl7qJafOUUs8p9KEjmbn0517Tz07PW2i73tGEOEfdQhonmS6wOJqFwnlO\nLt9Z571ZrikXTVmbzTGbi6irQO3mDUNOZSGVPvOBtS70ou+Z537nvdk/qvrmHRXBW8wazXyMhq62\nnpVpR9cef1SzUCicfZTI5hZ0wfAhppRUouGtEMzi/li4GYs5Vaso8q4VErqUVk8OZ3ouKX1u6hdS\n6XmEZXY0L3n+Ly9chw4c0PUNQxCF3c0XXczCmY6UAvs9RPwMc03MuuTaTFFwNSZK15cH5ajmUHnD\nUkTT4px0VXxIsm8WNThjN04+dr699vu/YeE6xk7TjHN6eaJ8zsrMc2Ta0rUe34W+SfGjL910KFyh\ncBop9mu3FGdzC3yAQFz6mwki8znpWdzdhGh0s8PZO5oarTbMjbw6pAILPnWpeyzVcA5HWK5n2CQ0\ndDazE9qlfepi/VSJCxTOSIRirPcQ6WagFWbJfqTsi2lFQBbS5z45l3N5oXiKJomjYEatUJuw1gW8\nykKN52bTgTKVU7qk7wsxW+Qt1mqutj7WeHa2kJkpFM44iv3aNSWNvgVTH6IBzkbYohHufKw3moVY\n09mmnxeiB72DWYFzmFZ0VzyC7hsf1afPqRqkqpG6RpsKN26okrTRkEue/8tc8vxfxo2bhS2fI07R\nusLVMUKqpYO8UDjvaS+9H9JNkW4KfrF5MGfA8+Sg9ahA5aBxwqSONZfjWnnApRMOjiv2jxyjShml\nznSn0guw//T/93cL7/W4+17IE664uE/Bt976ZqIj05Yj0w7vQ5xZroLbZNJQoVA4+ymRzS247wUN\nn7l9hpMYLVRSU5DIPKUkuXbT5ilzCX0Rvgwe68+9HwBTh9Eizi1ENjO3XPvT3OU5/2PD9ayXQurl\nkVRRp1jjcI1yxW9unHVeKJxuBCmzhfearoVaY4lPFnC3gKAxrU2ck64AGselk2aeuzSeFyxmSww+\nd0eL0xjt9ArBAk7AidBUyiS4XmdzPbHGcx65HKbeh3zoRY88FXeiUNgVxX7tnnL3tuF+F0apodwc\n1DcF9XVKaX66pbS6ur5hCNXeAUUEacZ9GD7Wb86lkETnMkibyRsdevVzUhpqjrjoZGoTI6NVinIW\nCoUCQHu3b0B8N3cy04aF1LBDP+UnVgPFR12nJazJoRQBJU3/SaZG8zQgFUZJW3Mzcp3msMazW+do\nljR6oXDuUiKbx6AN0TAL4IMQxAipu1LI9U2xy5JgOHWYq6Pkkc7AKqwC8aM4uaOKr1nwMaUO0M1w\nxGilqxf/SY68/gVR8D3E1yxNDJI0RagaN5gPrB09zJ1fuHOP7kqhsENKzdNpob30flR33BCzLRUQ\nKkQCUjlctEQI0ekMSU/YJbsmQjomi7fbQk14dkidxHnkWVtzyEduWiEkqaM2WD9lKDuaTgXnlFC6\n0AtnMsV+7ZribB6DKy4a8ZnbZ70UiEPwxE5Oh/Si72ZRIDlr1Fmu2TSLaazcle4c1rWxW10dovNG\nIW0qtKm4/ZX/Oc1IjzJJwylDGW2q6HDWVb9/dGBjzWehUDjPCR2Eaj4LXRxi0ZsUy2obm586FHgX\n2KCVFFJDUVNpH7H81Y9/maXa8Y2X7MNpVGHywej8ojRSpTH9Pq0E7xXnS2amUDhXKf+7j4OQPMiQ\nHM6cVg8DuZAF+gYhnc9Lzxuk9Ln20kf9z2lzdUW9PEE3EZEdanK6pqYaN1Tjhmb/EuMLxwD83n0e\ndArvRqFwIsjgd/0kboXjwwLiu5RGt374xFAvM7M+erm+iWgujTR3Ul1yHCeNo1btZ6ZDioiuGxuZ\nHc2miuVALm0AD33pn+7++xYKJ5Viv3ZLiWweg3881MaO9LSkdxJT6SoxkqkSnc9WJDqfSpRBgig9\nku9wSplLM+7f26oWgXk6Hagm03jcYFa6OKUajwjeD44bxa70OkZDAbjxdj7yqEdvSGUVCmcCpcB+\n76lu/yckdPNpQqGLtqlvSXdRsigYQQQ0TUqDhUlCgmEmePIEoMC0C7SprOfAKNqgPCc9WGwyymSn\nNjukPhgHJw1NFcdbHqk6XCU8/Lo/p6qL/SqceRT7tTuKs3kMskF1MteWE6L2Jjqs2YxjLQlGUEXT\nNCHJM4lToxDqoGriKEt1vci7qAfn0Lpa+EdRiPubCmaD/XVMo7txQx0C7dEprlYmF45ZuXV1j+5O\noVA4kxE/gxBAuqiO0XelW4pyalzwiuDE4pSf5HhaWmBHNY7FbvJg0KbFsBOScLuAn08SyhFNlxqI\n8jE5ormUFsVLyfkEcKsdJqVRqFA41yjO5jGYdqFPAWlIK39idJMgeCE6nfm1FOEUFSTVbZoLSH7s\nkui7c1geYVnVWPBQxUil+UB7dJVqMq/BXF+zGfc5qGoqYHzBfkYHJvg2lNrNwplHXmgV9paujZJs\nSf5IfBddRtf0NZwqDrC57FFqFjKLC2y12BQJeYrQvLMcoqOZ0+aa3mN15rnx0JRLl0fpPKFOHesA\n+8ZV/1mr7TxjM60d3eDnQuGMoNivXVOczWPQpqIkj+Gyg4nhNE6C8wZicYxlNs7eQA1QFw18mtzR\nj7S0EEXddUocYRkdToJHqgZtAuGOjg5Q53oR99yJDmmyUGo4oopC7/WBZcY+0CwfPT03q1AonFGI\nT5OEREBTVDOkR6ITKupQUiRzQWczRzYlRkIXg5tR8khiVsclZ7RNrzkVPn3zEY5c4LnPBRNqFYJL\ntZxVPHfWBJzGqUQufe7hpqQqC4VzkeJsHoM2hLi6F6Cj15fDZ2NbIWJ4iyn0ONYyOZx5RjoxCmlW\nxSgmLMggST3fJ12LAvXyhG66Rtd2TJ7yIgDkf11PaLuFWeoAMhpTqbJ0yQW4umJ2eMpHHvVovv09\n79rDO1UobEeJDJwOZvf4FpobP0GunjTXxOe5jhOQNHii9yZV4vhIorybEm2aE/ACtSrjKkY217z2\n+piqQm0xRb4689x8aI0v3LrCD/7rrweiDFKtUSau9YGl2sUSJRWWpo5J7eiCcduhNR7xi3/Bn/3M\nw/b+hhUKm1Ls124pzuYxWOsCtdNYoxQCwaRPlaswSDfF6UK5U12M1I2uIIa5ai6BlKcNORejleoQ\nF7Awj3C6pJ/Zzub1l9KMcdpuvEh1SN0kB3WGqFBNyj9t4QxCiFH4wt4TUlpaFAld3ygUpdmi0Hss\nPY+qmir0j7nbXLIIvEDthDoIdVBqFVqiBJKmus/cmb5+Vvq3X7bEx29e7bNFtetY6zytt14Mfqlx\nzJZqVo/MKBTOGIr92jUlZ3EMHnnvA7RJHy46nLETMxe/50lCebpQnjS0KcNGIckThHTDRKFcu5l1\nN2+97hpufsnT0X/1DPRx1yCT5fhY133Np1Q11fKYatzgGkc9rvjAlVft3Y0qFApnJNa1sURnMLIy\np9JlOF1I5l3j2U+Mk4Xic8nOpioj51iqlVHl4oz0dELllMbF6Oaois+f8buf5if+598C8IBLJ+wf\nOS6a1OxvHAfHNQfHFRdMai45MGLSVNFRrZRH/rf37/WtKhQKp4gS/joOHnnvAwC86x8PAcT6I4sr\n+VEX0FoIJlS6GBXoSc5lH9VU7VPqQCzih+hohtidrpNl6lSLKar46Ywv/5efIMxaQttxz+/+D8j3\n/kR8+w+9PU4hWt5HvTylObCEeSvj3wpnEBIXVHv9qSJXA/8dcMCvmtm1616X9Pq/AlaAp5jZx9Jr\nvw48FrjZzL5pTy/8JNJe/hAA6i98FNFk8lN5D9BnXyQtgB0CcVffg+4EZh5QGFXgVGmC4EPM+ByZ\n+b6jfKl21CocXKr7lHoXjBe/5/N9beaLHnU5X3tBtH8f+tJRvBm3rLTcOImZnNsOrZVGocIZxOmx\nX+cS5e7tgJCimcGi5FE77MhcN0t4gQXBuqR3BwvirlLVKcLpYj1m1SB1jVY19fIEl4TbmwPLjC8+\nyC3X/vT87R/yBOxf/BA2ixqdWte4cc3SxZNTcRsKhbMCEXHAq4F/CXwj8CQR+cZ1h/1L4L5pexrw\n/wxe+w3g6lN/pXtDe+8HIaGLupuDSOdCdDM1AuUFs1PBpYim0/gHw0kUZa9VGFfKuIrp9NoptYsR\nzdpFPc2sq7nUOPaNK/aNKyaN4xfe94X+uh5y92WuvMc+HnffC1mZRQfTbTFjvVAonJ2U/9E7II9j\n8zZ3PNezMJAjp6w2I0U7RXWQQteYGq+aGPWsGmQ0jp3myxOqcUO9PO63265/5sJbhrYjeI+4OJWj\nUDhjyLOF93YCx4OBz5rZP5jZDHgL8Ph1xzwe+H8t8kHgAhG5DMDM3gfcdnJvxGkmdFHj10LMoqxL\np5McThWZ12/29ZpJL1OyAyqM65hSH2WHc7A1yeHMTmeuy8wO6Ks+fCOv/OAN/aX93Lv+YUEGqV3z\nfMfPv3ePb1ChsAmnx36dU5Q0+g5Y8yE1B0WDuNmot1y36WA+nnIYQcj7c/OQq5G6mRfxp4ahnE6n\nqmPdlDomaaqQhRAffeDI61+A+YCmEZcAmjQ51Skfvuq7ePB7331qb0yhcEwkRu73lnsAXxz8fAPw\nkOM45h7ATaf20k4PNj2KjOdKGEDU+81NixDl2ZIcku8bIYVa56LvkjrXaxO0EtrgaDUuwNvg4nEW\nS44YwaG1DqBvGnIq/fM3fOIreDPudsEYp8Idqy1OBUlC8IXC6ee02K9ziuJs7oDvu99F/K/P3AYs\nFtEDrC+PDL2WUS5+SunzVLdpA+Per3DUx+gmQN0AYB1zpzN4zCVHUwPmovMa1C/MUdemSg1Gjnp5\nPgqzUDgHuYuIfHTw8+vM7HWn7WrOcMx7mE2RetLboLjAzQfMJwsZ0tds5s70PG0Isz7CGcQYV4qT\n2DxZqwDKqIr6m95gkiYKZVzfiDR4rKLYe9bddE7Rkk4vFM4JirO5Q+YOJ2SnM6fT13ejW06Vv63H\nkwAAIABJREFUyyap9GToowZnekwC7dbN+tS6VEAzTtHOgAQPFYSunc9O9/M56tnpFBdrP8dlmlDh\nTOHUFNjfYmYP2uK1G4F7DX6+Z9q302POGbr7PZzqM38e7YiFWL9pNRbopdly6U+W3cwOp4igxEin\nGXiy7rBgpuTBlnVaBI8rpZVY275Uu6jgsUXToiYHNY+xjB3p0eEsFM4ITlOD0LnS5Fj+J58A2WBG\n6SOi9JGxUMMZJwoxkDsapM7XSyC5um8KmkshuUVpo76eM25a1TF6WVdR5N1pP2FI6wpXV1STBnHC\nRx716NNxmwqF081HgPuKyOUi0gA/BLxj3THvAP4viTwUuNPMzskUeqa738Njo5DvFkt8tqkxH9Zv\nyuAx1nGSNokanKrpUXpppFGlLNUu/py23FBUO431n6muM8smVbVDVHjIi/90b29QoXCGcC41OZbI\n5gngDfJYoXl3uiEmdEl3E431ToigWoFrYvo8BPoxQymyYFaljHss2jfiKsC6tpco6R3Q4ON7OAfe\n47SNjqYP+GkUQnZNhfmGEALVuGLfXZdP270qFACQva95MrNORH4S+CNiVODXzexTIvIT6fXXAn9A\njAh8lhgV+LH5JctvA1cRU/U3AC8ys1/b0y9xCqg+/WfYZDlKHQFohbl6bo8AkSj6PqxLz4MsnAio\n4RA6H+uFRCztj9JHwZRxFfAhnjftQqrnXJyrnslNl/tH8U/SvnHNyszTtZ5ZrTz0pX/KB1/4yD26\nQ4XCOk6D/Ur0TY7xMiQ3Of7N4Ji+yRH4oIhcICKXmdlNZvY+EbnPXl/0ZhRncxd4A58czWDz6GYe\nXeljZghEcNlpdFV8tBCNPCDiY1F+6Mjzzi2EmELvgLrGWvrazn4EJrN4nG6uR6equMbh2y064guF\nPeP0jHszsz8gOpTDfa8dPDfgGVuc+6RTe3WnB+tmSBgvTBHKi19E5xOF0tz0TUQ3+pRYX7+JYBKn\nqTUVmAnqhaCxjhOUNhgQNjiwQEwPpbKkximTOqbS1SmigoTSKFQ4nZy2cZXnTJNjSaOfAFlnMyQn\nM6SUecDIQc+QH5NDaloluYMq1mW6Ku2rYpQyNwwNZJCGj+Lmk4KGWpyoIlUUfpdU35Sfi9OUUlf+\n8ru/57Tes0KhcIYQAtbOouLFJlOFgK0l25in0yGWC2VEoHIptZ7S6yrztHpOpy9ocyYppZhKn39G\nTqVr6UovnNvcRUQ+Otiedrov6FRRIpsnQOtDX9De+sBUYF9jafVtOLE+GuBitp2ggpOKqtYkqpxu\nvXcpotCBlyisnKSPDJAqdaWTCvW9j6l0iEX+wWPtDKkatI7yIjKdO5uuqbAQGF845q8eczXf+vvv\n3NubVShAKvora9szgbB6NJbpOJdsTZ260gdThXKmJdWWD6ObLom+mwgura6r1CjkDdBo/0QUS//k\n3jSm0b0ORv3Sp9Zbn5qLVAlqSQS+5vC4Y6V2BBEedu37+IvnfOee3adCoefU2a/tGhzhHGpyLNb/\nBPAWm4TmhjJuPkU4fYp8+kCq4ZyLwZu6hSjnMMLZP5d5NDOT56eLG0wZynWcbuvwvrgYLa0mFc1y\nsxe3p1AonMHYQ56ABY+1bZqbHvpU+kKjUK4r3yyPnsjNQlkzsxd/HzQOST9xaB7ZrFX7yKdKfoxS\nSpo0OPOMdZdT6SW6WTj/OGeaHEtk8wTxBmqp2D2JGZvFWcGxVtOQVMeJSnwecoG9i4skTZM81PX1\nUvPO9bn2Zq7R7Gs2AQtRCom8X+PkIPFzQfeQVmLqlHpcEWaej139vTzwnX+0tzercN4jyLaLosIe\nE/y8dtMsNSoGMIkSa6luM8shZRmk9SjxFLMk9Qb0eklB8AzG+aZ9ALWLZ6sYwYSgqQFJBTwLXemu\nitJKFoyHX/fnAPz5sx9+Ku9OobDA6bJf51KTY3E2T4AoXKyEECObLsQiePUCLnerC4JFAxwsjbGM\n0zfQGKkUdWAxkmlaRcdTJBp3VSz42CzUtfMP12G0M8opWdi8QSg2D2kUeW+7GN2cFZH3QuF8x9qk\ndNHO0mQzFx1LSw1CefGbpZG2SYL10U2M9E4L3eaxxnN+rFs3FEPXebJ5LGalwqSpUKdoMLRSJBi2\nhVZnoXAucq40ORZn8wT48QfcjV/9+JcJIqy2nmDGSuvwAeoggIuTNYgrf6fxuUsOZzastabb77Kj\nqfO6EBfHyeUJQnHSUIiO5XCuqjrQsLDqMh8IWeS9ic6l1jXVeA1Xu1K7Wdh78mzhwplBNwPnsNkU\n9bOUOUklPCYQulSXqX3tpnN1ytSQsjZGEEEtLqDNBEcUcc++YzPo+gmDek5C7FQnpEailKQJadKQ\nU6GplH2jioP7Go5MO1Q7QjC6oq5R2GuK/do1xdk8QWZdoKm0n4ox7bIBVFqNw9ElRDmQEJKoh+b0\ne0yr9yLvW5Ecyd4BVZ9S6CniuUVEc+Et0rmSxN8B6vHKiX7tQuEEOW3SIYVNsK6NahZdC8EjGqOZ\nOboZjVbuTlcQYu2mRNuV56WrWHw0Y6hOZECl83GUWaPTTAgSMz2a9DpJZsyvC1jm+elLjYs1710A\nQpkqVDgNFPu1W8r/2hPk6Q+6Oz43B6VuytYH2pA2b73Ae2wUAh9sPtLSYordBnWalh1Ps94JldwU\ndJxYSLPT/Xz1nyWQqnGDG48YHSwjLAuF85pH/GiMbnapSWizKULr96VmIRWZTxTKj7Ix0e40Txui\nP2cgsQnQ28fW21xSLjVUOhVGlTJpKvaPK5rGJd3NU397CoXCyaX8tz1BXvXhG5l1gaOzjmkXWPOB\naRdYaQNHZp4js44js47Ds47VNjDzxqzvSk+d6XklnzrRF6yopWlCfRPQ4j+Veb/h5+xkZocTQJsY\n0dSmol4eM7pgH8t3u4C/fdLjT9WtKRQ2RVRP+lY4MexPXo91Lba2iq0exdZWwHvEz+KWx1mGLjqc\nwac56mHBeXSaOsiTE2nJrlUanc+t/oXyAIxgxpoPtCk7tNZ5pj4w6wI+GJPG8c8uWebXn/hN8bMq\nxVXKd/z8e/fmRhUKiWK/dkdJo58gtx2ZsW9c0VTaRzJV4oQMl3PmZCMcaJCYQmLgZK5nuOzfRlR5\ngaS1CfTOZvABccrFz35lf9ihVz8HiKMsAbRxfODKq/iO97/3+D6nUCicM9jq0fnzroV2hoYuNjRK\nkj1iEOEELDURYVHPSGMLJAHZYNTyn9FsxYLFgRc+62uSsj42zwp1yemcddHZfMFV91l4z6ZSfDA6\nwFVlhGWhcDZxfrnWJ5EXPepynnXlvXrDGMx6YzntQr9lR9SnlHq2yVs1VNogumkhRTe9n8scDcmR\nzzB/PaSI50XPesXCoQeecW2vuSnO0SzXVOOKD1x51a7vRaFwTETmjW0ncyucEPq4a5Dv/g+9BBIh\nxPGVIcqxxSimrUur23EtgvOaef2ReaRv3rJtbEOMbk59YLX1mzqaEMuQ4vsLzkX9zRLhLOwJxX7t\nmhLZ3CU+rcRXWs+oUmqDTmDNB0ZOqYNSq1E7QWvpV/ZOctF8ci5DWIwO5Oaf7EimR8uRzIGjaT7+\nwcgp9wuv+aUN13n0134OcZqinx7zxujgCC3F9oW9ohTbnXk88inY/34LAZDRGGnoO9MFwLtY4pOn\nCaFzKaRBs1Cmr0uX4cI6DblIQzBmXZSKW2k9rTdWWs+RtY5Dax1Hph3PftjXbHqpF+8bcXjacgSY\nNQ5RoWuP3SRZKJwUiv3aFcXZ3CV5tR3TQSn1pArBaCWnojSu4NXmc9OJRr0XQlbtuzKPSe98+oET\nGgizjuWnvmTTU1xT0x5dxbcdoe0IaeSmNuU/UKFwPhPT6G2cl64ujplcPzN9sCjNgu/IYmQm27Vg\nhg60NnP63Czay1yr2Uc1uxjV3M7RhPm89FmlqBNCkC2PLRQKZxbF09gleRTlbJAyz2Msc1q99aE3\nsNnozrvSB6nz9a2ag+impa2PZA7T6uk437Zsh/mAn87oprNeGNk1UXezUDi1yOKErJO1FXaNdS02\nm/YySFiIzUHrRljKMKUOW46xzFFMIzmaKWnTd56HXGIUbaO3+UjfrXjxez6fxlc6mkrjQjmNsHzY\nte87yXekUFhPsV+7pUQ2TwL97PNgOIkGVDWpuhNwoqkDfT47PZik48Ht5JdvnZOZu9Jzc9Ct113T\nNwbdet01AFSTBlFldniF9ug0NRElZ7M+v+pGCoXCOrpZnESWGoVQB9V4IHkUR1iig6lCW9iqbN9A\n5mn0QTPQmvep6zx2nufI5urM44Px4vd8nhc96nIgOpiZrLmZJwv1U4UkjrosFApnNsXZ3CUvuOo+\nvVH0wfCVxcG/yRD6NEFjrQs4ibPTg+aVv+ANanVR/kg6tkwMLTQLecg1ml1L6FpC2/VyRze/5Onp\nlOiArt1xuJdD8rMOP4sOapyhLrim5lM/8Dju/9Z3nNJ7VTi/sfNsJX+2YGtTrG2R8TISfJQsqpMW\nr1ZxRjpgVsUZ6qJ9Kl3FJedyTuehG4yfDBjTNqQ6zdBLHN2+2tIG487VmJE5uFTjg/HKD96AD8a+\ncfzzlBfyo0qZ+ai76SrFzKgah+8CV13/v3nvs/7Fqb9ZhfOWYr92R7l7J4EXPeryPpXugzHzgVlO\nnYdcHJ8imszT6FuyPp2eyVHNYfMQLOhrxsNCrM2ctfjpWkydr87ws24h/a5OECeIU1yp3SycSoSS\nhjpD0cddExsMp0ejyPtsCr6d62qmdDobBN4370wPxAag2BAUmHVzhY6V1qct1mnOfJzE1lTaj6jM\nj/l53iDOTYcU6XQaO9MrRbTUbxZOIcV+7ZoS2TxJ5HqjWRd6wzgjoOL6es1coxn6WEHq5AyDWqj8\nC6gOiCv+hbGU2cHMkc7gF/Q1cwQztG0fybQQENVFsXcnWIq6qhNCWXcUCuctoe3QriWsHkWrOtqM\ndc5lTKWnE8zYLA2T18k+wDT4WKceiJ3nIXaer3VRVzPbzGwvN6vbdCoL+4fOp1fBVYLvNsy8KBQK\nZxjF2TxJzLqNq/y8Mq9tbjCDWRR3T85nb1s3W+Wom0cxmU8N6h3NNqbPY9PPWt/8kx3N7FjWy2Pa\no1PCzBPSPlHBNW7+vEQGCqcU2TpiXzjt1E/8WcLvvQrUYUcPYeNlAMQ14HJGxWGkVLpWYIJivZ6m\n9luUgM/SRtnJDBbrM3PaPTuSR6ZdnxVqqmgH8yPMF/JrXYyE5td9MDoVXAW+O9V3qHB+U+zXbinO\n5kliZeZZalzvdA5X62GbLsvjxRZ0N+dblDFKj7N53SbEmsx63KxLnQ+NuEdSsX2hUDjPybXgM8Vm\nU6SuU0RTYnNQ6kw3kvyRRbsRR1fObVwv6j4YSZlLijS9GJhPCrpzpaUbZIayo7ndAngo8I6C6O5t\nbKFQOHUUZ/Mk4dOqfalxc+3Nfhb63OjuiEG3+Wb7LXjCLOpm+llHCDlqOXcetanx07WF08UJ5q13\nNMWVFVthDyi5zjOa0LVommxi3Qxr2zTCUhc707fpRt+MvOBOAhhJmQNWZ57VmWdl5vuI5aR2C6nz\n4aJ9+H4QnVFVwfviaBb2gGK/dkW5eyeJ//aY+/Hyq78Op9Kv2HNqKBbLLx6ff9TY5rmoY2e2kD4f\nirhbEnC32RQ/ndEeXaU9Gp/f7b+8lste+jqq8Qg3HlEvTaiXxrjxCFdXG5xK1zi0cWhdoXVZdxQK\n5zPVE34mPkklOsNGIfHdlo1CGRGJDTtKnJi2bg2bp6atdYFD05Y7V1ruWGm57egatx5Z46Y7Vnn5\n1V/HwaWai/Y1HFyqaSrt7ei8CTMsNA0BUWquUCicsRRncwsk7LwI6A2f+ApNpXQD3c3NhIqHu3aU\nYc/pc+idTt8ups4hps+jc6loU/XPZTgFJHWh5yjovf/7b+3gQgqFnRGnZelJ3wqb4w5/Zecn/elv\nzKM33SwNkhgsgLdAZD6yUiXWbDoRalVUpI9AqkqvN+yzvmZqGBrayWseek+cCpPasW9c9U4n5AYh\n3eBsFgqnkmK/dk8JZ21CZ4BUO745WcZj1gVIBewZJ/T1SpCnB9nchm8hI7Ipgw70oeRR5pLn/3L/\n/NCrn4Nf52T2z9MfllKzWTjliJx3Uh+ni+q2fzyh8ywExMWmQetaJE8Umh9wXO8jm/RSqEg/orLP\n/PjArPObLsp//AF365/nRfwdKy3O5sLuPsRSIAlSSoEKp5Ziv3ZNcTY3Yc3HTvH99c4M2HpNuH7/\nwPKqzNNLcY4wW/8ip7nnGRum033Az+bjKWUbh1FUF6KY/bWkc7Y7t1AonF1Iu3bsgzYj+LkCxnCA\nxDBdfgyHcxjlzKhISqGTpJAWsz7ZXr7lR75lw/u9+VNfZVTFCOn+cRUdzoGNzWN3//A/fvuJfedC\nobAnFGdzE5Yr4YYjHXdMsyZmTA3da//Wt+sjN61wcFTjRFhqXJwYlMSJo4Mp1C6mlyoVGicoKTyv\nFSJbzzW37HTmms22xU9nhDam+rMzuRnilGrSoHVNBRtS7uYD9/zFN+7o/hQKJ0SJDOwJ7V2/nvpz\n76eZfQxcHWWKRGnv+vVbniMfejuWHU1NI2y7GeY9EjxsNdVWNJaYp0yND8z1hAepd2/0afPcGBQb\ngJRRtXWK/uCoijPU1bhoXwPA4WnH6qyLjUQ+8M6fePCO71GhsGOK/doVxdncgpm3hTIlkc0N4mdu\nn3Fk1tGGwKhSINYY3bnSzidgCNROqVWpHNQq1HnGb55MsI71qfGeLHnkfe84bhvVdIr4FMFcF9lc\n73gWNvJ3T34CAF//xrfzt096PADf8Nu/ezovqVA4Ju3XXkn9+Q/FwScAojRf+j/M7v7PF47Tj/8B\n4c5b04J2Lq9mwS1otkepoy0mBplhxEyNpZrMvEh3KrTB6HzoazXXRzS3q73MmSAn1k8VGlVKU7lN\ntY0LG/nZd3524eeXX/11p+lKCuczxVXfgtU0yzdvXTD+/o7ZwjGfvm2NW1ZmrLRx5m8uGzo4qdk3\nrtg3rmicUjtlqVaWakeTnMxqXco9FwvLug7PrcgNQrnx56JnvWLT43LUsxo3aFOjdb3B6SxsjasV\nVyt/9+QnxM79xvUOaGEnSBn3tsdYO8O6FnwL3Rq2trLwunzo7YTDd2CzaTwu+HjOwvCIjTXhbLUQ\nzp+7yTheb9D6ubPZJVmjmP1xvP7f3H/T96qdxnp3jVmh9WVKUoS2t+XF7/n8QnmXU+F5f/y5031Z\nZyHFfu2WEtncgvvfZcS7/vEQ+xtH7bLWG3xktcNpNJx5BFsmp8prFe6yb4QTWKodB8Y1lyw3jJ0y\nqZU6RTudQCWx832rOcMbSCMqITqSChz8qeu2PFydQ51jfPEBuukMP50tRDS76YwvPvNHudcr3rTz\nm3SO89kf/7e4xqVShDyD3vhnv/LW031pZyXnW/fl6cbf+mV0/wX9z9a1uE/+UdTnPXwHYTbtU+Vx\nFGX698m14TB/TPYpi7of9zUEo/WBtc4z7WL6vJ8W5BTc9pG2cepC961HRZgkHeNJHR9Vhatf++GS\nSt+E69//RSbNXLcUto8iF7an2K/dUZzNbXj0fQ7w/huPoCF1UibDqSL980ww26CluVQ79o2q6LCq\nUGkMJQvzZqK+AH+HiCoHnnHtsY9LKfZ6eRKlkJziZ93C65sKxxeS4P1iCcLlr/nt03lJhcJxY9/x\nROzjfxB/SHXfVgFd0tDMTUDdJvXiYRObMLRTx9UolKYFJds4jGrC8aVzNS3KM+ujdFWlhGD8y1/5\nSGkSWseGRlUVXnDVfU7PxRTOe4qzeQxaH6uRgpFm/QZqp72jmR3MPI6tTavtWpJOXONYqt1C2typ\nxFqq4KOe51AoeT1bpLyXn/qS47p+rSsshF643dc17dHV/nXvlGrWccPPPBnzoUQ4BwzlVIoO6Umg\nRAb2nqzL2yYZo9xh3m9hw7F9g9D659sgpIW0yILsUXY02xAGouyb6w9vRq1KcDCujNoJwZRJ4xhV\nysynmvhKseJwbmB9RLM4mruk2K9dUZzNY7DmA8EEb3BkrUNVWOvmkcE2xIL4NnmdtROWasfIKXdZ\naliqHeNKaVzsQK9yCl0F6aKjKaGDbrZQ6CSqsTvUe0QdpqlLVB1ynH8AAFyajS6qyKShvrBmtDYl\ndG2cpR4C7fIYgG66xg0/8+TSnZ7QusI1VbkfhbMWW0sRzGH0MtmR+Nxj3WItugBUyzGav36xmyad\nDV3F2MRjaXqQochCM0Cw6GSuzqKA+8yH43Y2v/2yJT5+8yq1CndOO4Ia1I5J4+iCLaSJfTAe+2t/\nye899duO9/ac0+TIZnEyC2cCxVU/Bq0P/Wzzfl/Iq/WYSm/94tzzWoVxpTgFpymlRNqG4u6SXtxG\nw06ciwa//+MQHw+/9nnHdf3u+541H0MHUDW4i+9GdeElVAcOUO9bZnTBfkYX7qNenuDGI774zB89\n7vtzrnLTC59GnZzwwkkgK32f7K2wLTab9inzfutmC5FN26QJSIY2ZwvW15lrsnPZ5g1Li4bamsfr\naGYecOmEUTVvsqyTpFylkjrTF7fH/tpf7uj9z0V+9eNfBkqN5kmj2K9dUyKbx2CtCwuTfyA6k9nR\nnKZVulPpj8u6mvNt4/vKsF1zfYOQJEOvYaF2KkcarKp3PMtcqqaPUshkGVk+gDSHCNMVXLVKs38K\nxCaY0JRfC1dXeECO0Xlb2AElDbXn2Gw6/yE5j6I6r9dkUQKtV6oYRj+3/YCAqIvpcxs2S84PCcm5\n9MGYpc9qdjhI4gGXTrhz2qHi8UavYdxUrn/v7gSd2XMRd545MntCsV+7ongVxyBHMLP8xnx/rM8c\nGrd6m9/FLNEhpAVNtofruj0XzkmpdEmOp+U0unNUk9GOvoc+9qcIf/Dq9JkBacbIwYuhajBVquUj\n+LZFm4qayY7e+1zmHte+4XRfQuEcQUT+xya77wQ+amanRLzV1qZIXS/ug3kHevAb9HbjwjTaGXEu\nOqDr/9Bu0SAkIgv6nOubg+DEo221E+oQReAnTdTZ3DeqWFVh1nlc+oyivxkp8+MLJ5Pd2q+zwlUX\nkbGIfFhEPiEinxKRF6f9F4nIn4jI36fHCwfnPFdEPisifyci33uin73WeVZbz5FZdApbn7vSjSNr\nHXeutByZdlHiI4S+dnOYVheJYscw9zGxaOjFwuJIypxa12oeXahqpKqRuolO4niZamnM9E0v3dF3\n0X/1jPgZa6vYdAVCQCfLuIsvo7707ixddlcml1zA+OID3HLtT5/gHTs3ELf1VKbCiWGiJ307yxgD\nDwD+Pm3fDNwTeKqIvPJUfGCYTbG2xXzU0MxpdJtNCbMpfm2N0HYL08jQNNq2qjd/00HZj1hAzFJ5\n0MZDfbCFEZWN07hVys+96x929F2uvMc+LppUXDSp2T+KOsb7xxUHJzUHJw37xjWTpqKplCe88a92\n9N7nGiqxjvWnHnyP030p5wzFfu3Ofp0t33YNeJSZfQvxy14tIg8FngO828zuC7w7/YyIfCPwQ8D9\ngauB14jI8XfVDGiDMe0C0y6kbvMQ6zQH3ZV5y4Y1O5puXWdmxozFSMH6yEFOZYkmUfa504m66HhW\nDW7c7Pj75DSZ+dgYYCE+yngZXd5PNRmhTUWzf2nH7322cNMLn8ZNL3za6b6MwvnHNwOPNLNXmdmr\ngEcDVwDfD3zPKfvUftxtiP/vvY8O5iw6mVE/NulopojmQo34Zun0sFhnHjM2iyVDfr2yOxujmjt1\nOEfOsVQrB0cVF6ThGUuNY6lxNC52qi81jqZSnvimj+/ovc8WXvnBG3jlB2/Y9pjchPqqD9+4R1dV\nOA/Ylf06K5xNixxJP9ZpM+DxQG4VfiPwfen544G3mNmamX0e+CxwQqq/R9Y6Dk1bjs46pj46nN7o\nncuhlIdPnenr9TbN4ii3QJwbHMywVCC8sLpJUwX6VY8MG4N04Q+BjMY7rtsE4JFPiY/5D1DXxrR6\nXfcR03p5Qr084dbrrjmBO3bmc6yo5a3XXVOimicdSY1uJ3k7u7gQ2Df4eRm4yMw8cUF9SsgLyqHT\nmaOZ5gPBx/G3wNy5PB7Vi20aG9eXTQ5Tui5NUMvjfHfC/e8yYql2HBzXXDiOzuYkOZdNpTgRJk10\nQM/VFHKuVz2e487Ve7D3FPvFLu3XWVOzmSKTfwl8HfBqM/uQiNzVzG5Kh3wZuGt6fg/gg4PTb0j7\ndszqzPfyGivtvFknS3mszPy2//nNouH1wfAidMEwiZ5yrVWsb9IqOpe+i6mp0EEVoxACSDOOTmGW\nL1FFumUUaN/2cvx0xvhHX3j8Xyr9EckNAuJS40BKqevkEJbqN1d/48VMnvKind20M5Dbrn9mH72p\njhERvvjZr+S265959vznKJwtXAd8XETeSwwGfifwX0VkGXjXqfjAMOsGC6cuDXEIdKtrsQs9/Z/Q\nuorHqaaSnXrzP4YWFmdRmiEWUHVxJrqxYcKQpjGTk2buvA5t5i+87ws89zvvfdzf6YqLRvy9Cpcu\nN9ROuX21ZaX1HJ11rM48d660rNSOpup44ps+ztt+9AHH/d5nKm/+1Ff7QMe+0bEt0yg1TpVGocJJ\nZFf266xxrc3Mm9kDiDUCDxaRb1r3urHRzm2LiDxNRD4qIh/96i23bHnc+g7H7GjesdL2mnE5wgmL\n9Zrx2uKF+Vy7lBxQU4dphWmVopgxkmnZ+XTx+TDakI8RVaQZ40YjtK52VL9p3/HEWP9ZL/5REXXo\n8n5k6QAyWabet0xzwT5Wf+PFO7irZx63v/I/x+lJTfyDqnXFXZ6zWa1z5M5XPRtxekJlCoUtEI5v\nVvA5PFvYzH4NuBL4X8D/BB5mZr9qZkfN7Ge2P3tzjseG5TS5+dCnzten0YHFkp3MDjR9M2EwG90l\nXeE+8th3kevCkIvr/uKfdvQZWbf44KjiwknNhZOa5abqI51LTZze1lTKD/3WJ3b8Hc6Ewhm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3bHwvRmred6vVHoNAI7fdB0bEt9nneCd/+uCd6noStf7b0f9mLFuZi+FJEnAL+K5YV+W1VftOV5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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "WN010T.sossheig.isel(time_counter = 47).plot(ax=ax1)\n", "WS010T.sossheig.isel(time_counter = 47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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C6XeI4VgoMihQFnPtSTvImyZqFF6XEpPi0uiNhb7NE5pNPSJCoVf8De26iblX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\nZT+PXrOLtVD0wRj8bLrxmFnsY+oFfrC9kVmtnKfIe/TOn2P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lvTKRHAlI75UNPS64jNaV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kwQPV4+novkcsldCGPRugy9kPsW5/eTzOb3+LMJJTIfQ1qfSpfuMDgPamImcTrGj7bYffMtZnd3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eAI4FtzZzDDLfNrcGxpPMIAiaFwUZP1Np0HpQLrssFWmFQq7TWncQHztJzXaF98ksaoaT2bb9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\nv4iAFaEsvVAxoU4oLxVnhFZ7EwlRTK32rRxOAfB1j5s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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figs,(ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "WN010V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax1)\n", "WS010V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax2)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [], "source": [ "WN010V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanN0.1/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS010V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanS0.1/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "\n", "vgrid1 = WN010V2.variables['vomecrty']\n", "zlevels1 = WN010V2.variables['depthv']\n", "timesteps1 = WN010V2.variables['time_counter']\n", "\n", "vgrid2 = WS010V2.variables['vomecrty']\n", "zlevels2 = WS010V2.variables['depthv']\n", "timesteps2 = WS010V2.variables['time_counter']\n", "\n", "density1 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN010T.vosaline.isel(y=350,time_counter=47).values,\n", " WN010T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density2 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS010T.vosaline.isel(y=350,time_counter=47).values,\n", " WS010T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [], "source": [ "masked_density1 = ma.masked_where(new_domain.isel(y=350,t=0)==0,density1)\n", "masked_density2 = ma.masked_where(new_domain.isel(y=350,t=0)==0,density2)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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SP0X+623ZMIUQZiOJpxBCCGG3tNb0GDyY63/8wabFi8mYIUOsbVKnTs3gXr346tAhLl65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\nteb/AZ7XgqJC4QLWAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(WN010V2, t)\n", "\n", "vgrid_tzyx1 = np.ma.masked_values(vgrid1[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels1[:zmax], vgrid_tzyx1,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "ax1.invert_yaxis\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density1,colors = 'black')\n", "ax1.set_xlim((10,84))\n", "ax1.set_ylim((1,50))\n", "\n", "vgrid_tzyx2 = np.ma.masked_values(vgrid2[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh2 = ax2.contourf(\n", " section_slice[:], zlevels2[:zmax], vgrid_tzyx2,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "ax2.invert_yaxis()\n", "cbar = fig.colorbar(mesh2, ax=ax2)\n", "ax2.contour(masked_density2,colors = 'black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "code", "execution_count": 268, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density1a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN010T.vosaline.isel(y=180,time_counter=47).values,\n", " WN010T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density2a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS010T.vosaline.isel(y=180,time_counter=47).values,\n", " WS010T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "masked_density1a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density1a)\n", "masked_density2a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density2a)" ] }, { "cell_type": "code", "execution_count": 334, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 334, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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HWGuLjTFXAfOAUOC/1tqlxpjLy/c/A8wFTgCygL3AxS5NXA3MMsZEADnV9jWK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\nDhumm957TwVLlmhBuEl6p0691bHjs2ra9MeSpGefvVMzZz6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a5Tx332tmt0iapdCQKePc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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(WN010V2, t)\n", "\n", "vgrid_tzyx1 = np.ma.masked_values(vgrid1[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels1[:zmax], vgrid_tzyx1,\n", " cmap=cmap, vmin=-0.36, vmax=0.24,\n", ")\n", "ax1.invert_yaxis\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density1a,colors='black')\n", "ax1.set_ylim((1,50))\n", "ax1.set_xlim((75,259))\n", "\n", "vgrid_tzyx2 = np.ma.masked_values(vgrid2[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels2[:zmax], vgrid_tzyx2,\n", " cmap=cmap, vmin=-0.36, vmax=0.24,\n", ")\n", "ax2.invert_yaxis()\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density2a,colors='black')\n", "ax2.set_xlim((75,259))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# June with rr_vtau = 0.1, -0.1" ] }, { "cell_type": "code", "execution_count": 216, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SN010T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.1/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SN010V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS010T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.1/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SS010V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.1/SalishSea_1h_20160601_20160602_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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++yjijvAoSGT/vyaD4BmYBM+LFdMwpjkf+OkiZrfH5F7NuzlJTKL+2lJE7q1Z8m1V/fZE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\nPjpDeO/zH83Dfv5t5hSUpJCqJ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giFAyKztvfxLb3gNd3X1HuZXIcyRTxVD3Tu5TyZVJK9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\nCgp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P7C0JDDEC6yIqImDozCYLQBCYWBmgNDs6T9SUZjHbyR/tv00ngnBoSOnsGObjjk1F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\n/2vZY1NIEZFpdjOwqrz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R3nr0aIMvfqGm7NRjSD3Oc4hHE3vf8FvgKAaSpD5n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\n5qb7+enWulJEFsaVIyolFSQVXBCuxXxBNpeTNquwfQyjA0hesO8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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "SN010T.sossheig.isel(time_counter = 47).plot(ax=ax1)\n", "SS010T.sossheig.isel(time_counter = 47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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C6XeI4VgoMihQFnPtSTvImyZqFF6XEpPi0uiNhb7NE5pNPSJCoVf8De26iblX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\nZT+PXrOLtVD0wRj8bLrxmFnsY+oFfrC9kVmtnKfIe/TOn2P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lvTKRHAlI75UNPS64jNaV\nQJh+b2q0DgUvKfr4wTZ29yLFCx8hu/F1xFUkEokPL9YI4yILQuleO/H2lqClqV1W82iI1wq2t7c2\nm7l6vkapI+kE3/3a5LnzdOX3KorGV06Z145eZtge5AyKLPRo+rC9B6a1cru6j371RCLxREgZzTNE\nsz4sp8F/3EWdt3tNmrdl7/b56xnPGCgKLthW2mIzQ3pc1nO9P3NtCl29B+/QahmCzP4Et3UZkw/w\nb34R98s/T/bK6+gbf+hRnZpE4k6ST/BTRc/AhVHOtVnJYdXE8ncI6FRaj3MJUkc+hJAibdYSQDba\n1dopdRcjUyvCMDeMpKam6DKYTpWyCaGrjwEnwFKDpuf+smbczziXGQ7mNYU1oU/UKZkJovCHlWcr\n9WomHjdpDbsvUqB5hmh/gu6/DcUA1WwzY2nsKsO4HhA2MSAVg4jfaCwW34Tg0wHGd9nRjcGf+Nzj\nkCPZUjEWM9rC2yAor3kfM96huvkBvP01zBtnfUYSiXuRpEGeNgZZsI+c16HFxqmSr+Ul192CYOUY\n1CKyynx2Q0RRsmiQCZNMUTIaH7KbTlsv9Zih1JX9ZdDhDKX8IjOdNNL6906jgxDKtYXj4iD9PSUe\nJ2kNux/SJeAZ4osRkuVh4lzk3hurB+eCP3q9CF9dDc5tbCZ3K7GfIP5+9DlaV+EfwmRo7CFVW2C3\n97C9HrO333vg95tIJJ4vMiPs9sP6EMraqwBwYzAI7RyD7kZbZm+HiCaFwVQzakwojbfGZhpK5rX3\nXbk+CL57DquGw6rp9jkoLBe3egD0sqC7WTmlapRpmcrnicTTSMponiHiG5q9VzGLAzQrkKbqAkVV\nswo+1SNNjTRL/PRWeG6eQ1aEQFXX7Cu7zKcBe5cy/BERd7xfORPF3kw/n2Je+S6a3gQthkhTolkP\nLn+UvKnIbh48rtOUSHRIkgZ5quhnwuVxwfV5xbx2jCXDm1Aqb4sy6wLubeay5ahdpUOxCL1MKOY3\n0P6ERe2pPVTOs3SeqgmBpV/PZHrlYNlQNo6l8ywqx6CwvH5xzEd3h1wa51wcWH76f/51ftd3XuDi\nqMd70yUf/b4rj/mMJT7spDXsZNIZOkNUTHDhyXphEtyYlXNPt1HsnfQNWi1XN+fCRHjUxDxWtN3f\nZXBoPXvZirir3wgyxVj8cBc/2kPzQXiNgO+NsOcuM/pt3we/+Hcf0ZlJJBLPApkRxkXwJW8lhFpa\nt6CjkkJtdvNohrP1K4coBm8zKlNEKSOl8XRBZul8VzKvvVI7vxFkArx3a8kfff0c33Oh35XI/9QP\nv8bBvObGvOKD2+WjOSmJROKhSBnNs0QMmvVC6dy7EGzG+zc2cw34Bq0rtImT4L5/5/7W+yvbrOjd\n+jLXh4BEQqBZLsMQ0Ow29vIr1P3tOw8RA2PTHyFFH/vur1O98D2nPweJxP0iqb/paaNnoLHClUmP\nr92cxz7KGC16YU31qAs4T+oSsgZ6mUEZdVPsLu63dG4jmwnEINMzqx0H85rDZcO0bNgbFXfs+0de\nGvP3Pv92kDxqPFfnjkEmaTAo8XhIa9h9kQLNR4Af7WGnV1Hpr8raxq5pX2rINlZLtFwi+Z0LaMf6\n1HqbCTWbv7Yu+9lmPJVuyhwgu/wK9Uf/tWN3b5a3wydGliM+vEazPMAfE5QmEmfOSb3GicfOKBPG\nhWVee3LrGOar31E7dS4q3dT4caLpbV+mSJg279PgTI5zHlUoXZgaXzae0vlu8AfACkwrxwe3y068\n/a/9G68f+1rnTXjOdNkwLCyHVSjsb91jSU0kzpS0hp1ICjQfJSIg4WpHJXpnqAvBYBPcerSp45BO\n/GNdvzo6Ml0uRO26jVL8epB5ZMU3Bm3quwaZAPbwOn56E13OUe/g4kfANXfdPpFIPP+McoOVkF2E\nECxCKJ8bgkDmUa30dcF1jdqYEp+jYjAoupG5XCvLxzK9U+Ww8dycVbx3sORb12fc+mAGf+Cjx75O\nI3Bx0usm0WvvcXpCijWRSDxWUqD5qGgv51uxdmNCcpLQg+mdC9JGTXV8kNkSnXy6mpX3YQYoPryu\nuXkUyU6+rK+/+eVwXO/ILr+Cz44p4ScSjwRJ2YCnlMIKg9x2VpTgMSKd1FG7vK3TBp6tvJGP+pmN\nBzUW05S0HznrLkMuyhxBCD4PFqFcvqga1Cvf992X7vo6vcK5cUGRBW3N2gXZpETi8ZDWsPshBZqP\nCvVg8tXPEj3X1jKQ6lwQU2/qcMsLIEoPidlw1ThuCOjYIFNWQavk+R3P2djlZ/52KJkXfez2Hgx3\nEN/gx+eDP7pN9adE4sOIEHzP57ULdpBewIRAzghIxsa0+Toe7YI+p0phDWXjGboaa3Kq2ncZ0tr5\nEMx6j/fKsgkX1tYIZeP50U9e5A+8fuHY48ya4CpUZIbCGrAhi6pK0tRMJJ4iUqD5qDhGXF3z4erx\nOGGu5SL8uJx1EgCS5YixoazuXQga22ynapfV7ILM4ybRxSD9EVI48qtfQfMwCS/VPOxTDPLJH0DL\nedh/luMG22gx4Hpl2OplFCnYTDxiNGUDnkqGmfCJ80O+eWvJsvGAx6vQZjatN7Rx5npmU9cyk23/\npVelnwmDfs4wM9xcuG7AKLeG3Cu5MRw2DQfzmmu3Sy5u9fgvfuITXBpmDHNDE20vhc3+TgUmvfAx\n1o9VH69BW3Nah1J9GgxKPErSGnYyKdB8RLity9jb73flc6ATTO/wsXxuLVrXeLPEtAGl8auyuXfg\nTRCjUh/6Pv1mcHmclWX3mKvCEFHeQ20W9DqrEOBKlofXFZ+jxYhq4VnUkPV6yHGd/onEWSCkstNT\nzCATdgc5v3VjxrjIsNmqT9N5wLTDO5uZzbbXMpTdPUuBWe2phgV4RSQEop2nehwGqpxnUFjeeHmb\nV3eHXBpmcVq97fsMJfYqBpplFH1vj59Z031vBMrG44Gtx3XCEh8+0hp2X6RA8xHiB9vY2Q0A1BQh\nADzyR6neQV2vMpyxZ1PsWtlnrXezkzlqvd6O0k6puzqU5QGaeQgobR7K92LQYgC+gVkZM6Rhn87k\nVL5Ca88wN2Sprz6R+FAyyA3bPcswt11mMveG3Ah5FHG35s5+TbP2g9MQ8E3LhkWdYY1gBdYbg3Jr\n2B3kQE5uhJe2+mz1LSKC89plTr1GjU2/ymjWThkXx5fIa68neBclEonHQQo0HyGaD5ByFoZ/xudD\n1lFMsIA0FozF1w02DuPgfXdTWAWb3qHehqW5cwNaHUd8nBJvp9N90zkOaVMj/SHSH+OHu2hWhKyq\neuS3/gVu/wPs7oUg6P7Cp7hduZAtaJRzfSWzKdJMPCrkZBHGxBMjF9juGc4PC37xWzfZGxbsDkIw\naETIrQCG9a6eo7TDRPW8ZtLLGGThQjuzMBJLP0on5XFkXWIQ6lHmtWccy94igiFkMFsNzoNlw7x2\nHEZB92XjeXGrHybefdhXu99E4tGQ1rD7IeV8HzFu6yIsbodAcr2XMk6aizWrjOW6lVUcFgr3b16x\nr5fJN7zQu77POb5a4pcz/GKGGW3hB9to3kdtEQTav/ZZyq9+oZNZIsvxWa9byBOJREJEuDLOeWl7\nwNu3FiwbHzKJ3nde6Hf4oB+JONsS+q1Fw7z2NH7lc25FKKyQGenK3ovGUzYaNTjDYFDPQGENRkLG\nVOLX9hZsKz25MWEYSe90MEokEk+GlNF81Ngi2Eq6ajW4c0dp3GwGk21v5j08VDcsKuP27fCQlsvO\nFUh6/WA92Z+gJkPzAbWC/eZvYEeTbupd8oLGh+Z5I2HRtykbkHjUJJ/gpxoroYT+2s6A96ZLDquG\ncZFFWSIwop3k0XG00kVelYMyVF62+1kXjObx9+9i32fjgyVlP1v1W1oRpJ5jsh7D3ODVg4PcCkMs\ntfdUzjPpZVgTM6IKInqH1mciceakNexEUqD5iPHFCHPupeAtHp19OmmjpsYUfcxgFNyBonC7xsBR\nGlDvkTwO7cCxYu2tpzne4+e30bpGrMXsXoCLr9HsvITUC7A5jUKvmtI0Ndkrr+M+eAcznCC9Yfdx\nYUU4N7DkKc5MJD7UZAILhRcmBa/vjfh/vnaDF88NyI3gcssQixUlv4uSUBBRV3wMIDcfg3EheAez\nylE2vvM5HxcZ/czw7dsNb1wckF//OvX576Bvc/q5Z7ffo3Fwc1FzcdTjxUmf7X6GEemE4i0SZI8S\nicQTJQWajwE/2EbqJdIsY4+ldmLtkueQFRtXRWJsF2xusDYd3pXKIQSZTY16h9bB2tLuXUa2L9JM\nLoZt8gEQJzTVI71+CHS398L3WQ9rBBFhkAvjIkiKpGGgxKNCSdIgzwJGQlD4sXND/tcvvMv2MKcc\nevqZ6TKTzq88JdwRtTUr4M1qYr32UUfTC7VTrIHDylE7j1PoZ4btfsaksIxjD2d15bsx1Qwf+8ut\nK9kbZogEvU9rQlCrMXvqXMimfmRyby3hROJhSGvY/ZECzUdMK3wu5SxIChmL+AZXLWNvZNFJDEmr\nl2nsPYpRm2g7PBS9zXU5A8DsXKDZuniML7p2PuZibNDa7I/wWYFoWPR3spDN1LtNticSZ8G69Ffi\nkaOxFP2gkmVWwIswzA2Hy5oqTnu3E+CtJiZ+c9Vq+yfXaYXcseFxr0pZ+41s524/Z1wY+plE7c64\n+2IUvhETKjRm0mlktm5ErWxSPzddkJpIPDLSGnZfpDP0qGmzjsUAs5wi1QxdHqKz22i5XOlYQter\nGbKcqyvxzkHoHsfQpg69mVXYpxvt4Ybn7vpPIP0RkuWYrXNoPgjC7Orp29Cc3+iDfyAlEomnE33I\nydgwhAPzynG4bLoBn9bZx62tFUeHgdYDzqOPLRvPvA77cV7JjTDuGXo2CCBN7tK/o7bAinBY+6DY\nFjcLXufBj/3KKOVREomngfSf+IiRNctJDm8gxlJ9/Uvo7Da07j/LWQhIe/2QZSwmncQRsDk4BKve\nTO83gky3fw27vUf+6iepx+fv+ppMOcUbG0rmxQA3DhZv4hsGgMyn+NHeGZ+JROIYUjbgsSCqeMK0\ntidIBd0PtYbJ87ayUWSGt/fnvH5pTO0NtQ96lmGoZ3Ux3AaU/ax163HUXjeGDGvvOVg2lM6TG2HS\ny7g4KtgqLNkJg4i+GKKlY1Z5SucY5hbnYX9Rs7+o+bc+kdavxGMirWEnkgLNB+WItNDR0vQ6nb4l\nYOpFcP9Z3sJP95HYl6mz20EzczBCmlG4P+uFALWpVhJHxxx/4+5qiV/OyV95Hd+fhGO6+vjX17oA\nlUvM4jZsXQl2ma4GVyFNeZ8nI5FIPCsYlMaHDGMT48x79WA3R2JREagaT9Ws1iDnw2R3kDli7f54\nzChRZETITRBnNxLF112wqKydMswt48IyyAz3K93rNASrNxdNlzGt05h5IvHUkQLNU6DGhiBOTLB2\nPBrMqUeaMgi2u2l06gmOP7qYIUUfsRZ1jupgijpPseMw3qGTnSjobqCcg3Ooc0h7iPVhIOjchLRa\n4pYV5vxLuNiDebcgWE2GGU26vk7Ud2LyiftDmhKp52hvEnzskyf8KUj9TU+CoE8ZXHeOy256Qu9k\nO8ENwWmv/U11kkU+9Fo6r6G0fqRHs81qBnH3lTB7G2S2zj4A48IyKTKKGGWqKsO79ViqR6JLUNl4\nysZRNhYjQn10EilxLLWG32kmsHRKPxlznJK0ht0PKdB8QEQ9UpUs7YBcJCy+R7Kc9uDdIGdUHqI2\nC0NAYuD8y2S9MP3tbrzP4bfeASAfDbC7F0PQOLuN72+BsdjoRw5Ei8gjf9A+BKFaLkOW1Bjc9mW0\nGN0z8FGbk730nZ2QvJQz/HA3aNWVs2BNmTgW8Q21ZBSuQuoSzfrdgNe9stuJ40kTm4+XLPqOj6wC\nBqMONRbVmPFUaLzHGulcfZyGzCSE0jls9lqGbKaspskjbZCa21Aub/cxj8M/ZRP6O3tZcB8a5EIv\nC+Lt98pLim9ADIsmDCMNo7aSj17oiXszb4I1pwBN/J2kYPP0pDXsZNIZekDUZNFvXDEoGgd5JGYF\npV6ECXNXRwki33Wqm8UBfrqPP7zF7O33cHVDb3dCNuojWY4U/XgQj9psFVjGSfRwoKPBpkebGl83\n4TbYPTG7Jurxw10Y7YSfm2U8TgiUTDnDLPYf8kw9n6iY1SRtnDhUW6QgM/HM4LwydyGYE1dj6iVO\nQ5DZxmlFs8CIUHnl5rKhcsFf3PkQGB63T4jC62vDQaGsHrax0Qiidp7GBXehUFKPvaMKlVOGmTC6\nV02/bf3RkCFtA00XXYoAri2OkYdLAKHlwEUf+OAfTwoyE4+U9On4EHiCDlxPCNpu02vgG7QIWctO\nGkhCNtIf3ECbmuU77wLQ35lg+2tBYVYg1oZAdi3I7LKZ7X2t33lLU+HrBr3PspGaDC2GeMBWC2R2\nEy1GwaZSDH56E5v3ggB8GgraRMyq1CgmZK4TpydlAx47IsKt0vHigO4ieFF7epkJJev6NlLOcNtD\nVOHGvGaUGQ7rMBleZPYO2SIIQcvRGZ42APWq5PFiuXS+E3En9m2qhkDx4uDkjySNWpqZ8Zwb5p12\n5rIJgSsmOAztl57dXvr7OkrTXhQ4TefnLEhr2ImkQPMUqJjO8aLxyuj2W/jeJGQG4/CO7wenH1NF\n/czllPrqW/jZlGJnTM9srxyAsrjtYIT0h6FH0zWrEnYUam+Dz66fMjoJAajzmOL+f50+H6C9MX6w\njZ1ew8xu4oe76GAbkwfdT2OLrkzVTqZ/6FGPuBrfm0Bv8qRfTSLxwLStj9KUqM3xWY9l1XBYNxRG\nmEyvIuUhbusyiyYM2+wNc968ucB55eKkRz8zmBhVmmPsatsSujdBwsirMq3CeldGv3QIZfWQlTSd\nJub94MXSxqRGYNkEC0sbM6OLWsmMcrsKbQD3zJB+yFg0HoEk/5R4bKRQ/JTI2lepFkEyqBiHwKzN\nNqoPjkDVDD/dD1JGxnQlcjEWM9oKE+d5mEKXvAhZs3KKNnWXzVzvA9G17KZYixR9iu3JfWc048Fx\nXllKQb37Mm73Jczh9TB1XkTXoOU0HC9Lgy4dYoJvfeLhEXk0t6cQEfmrIvLdT/p1QMhodoM2cR1w\nXpnVPty/uB3WKjFUTrECZaO8P11SZIZxtHo8GmC239r42HrW00VrybJxnfZmO40OMMoN2/b+e8MN\nyvqskDVhAr2XWXrW4NGYJQ1DQ7erNCTUIoSWg8QZkNav+yJd0pwSI4KiGCtdxlGaJTQl0pZTVZGm\nxM+m+Okt8A4zGAUHH++RPA+C7VHqSIp+uFUzzOxmJ+De9f8dmTgXY1BjkcEIM9lhcOmV+1THC2QC\nB2UQPB7lI/rlIdn+2+FDBkIJnWChqbbobCw/rJjFPlItQrk8VczPhg9P2ek3gE+LSAb8D8DfU9WD\nJ/Vi+lZQHy5gG69cndVcGRcYIaxJPrTneA0Wj9dmFd/eXzDpZwwKGwZ81gLFljaT2VmMu3ZYKAzq\nNLFsDmxkRHcLkOUMcr3vdpStIpTzK6dMS0duojTSWik+WGPKUdOiDy3TOvwe+inQPDs+HGvYQ61f\nH4ozdNaIegxBfDgzshrcUQ82D7JH6oP9ZDnHz+N093BrFUwORiGzmRWr+/KQOZTpdfxitult3n2V\nVYaztauMGUd39a0Hfi+NV+a152Dp8MNd3GgPf3AjaHgu57gb72IWBymLB8HZST3k/Sf9UhLPGKr6\nt1T1h4H/AHgV+KKI/F0R+b1P4vVYE9cRY6l9KGdbieLsJkO97wYdjQjvTUveO1iyPSgoMkNuYkZT\n6LKabZB5rO2kXwWbVay82Pj8YW7D8KQtVkOP98kLo4xlLMUflDW5NV221vmQ0fQKTRpHB8J6r0rq\nzUw8EA+7fj2zf20i0heRXxWRXxORL4nIfxnvPycivyAivxW/7q495y+IyJsi8hUR+YOnPXarn2nU\nYap5mOLOB7itK2hdhsVSfeixNLabDM8uvYzdvYiZ7GLGO8EGsuiHzGbRXzkFAWa0FRb8dvG18WZM\nF2xismAjOZpgL7yIvfQK+dWvPNB7uTS0FEZwCoeaU2+/CK+9gQyCzqafTfH7V9Ff+8xpT9dzg9TL\nEIi3nsuJh0bjRdNZ3p5WRMQCn4i368CvAf+JiPzs43wdzmtw3hFBFQ4rx7RyDPIgpo56JO8xj/aO\n70yXfOVqaKN56dyAfmbJraGfGXox6GwDz1BOXwWb9drgz2HZcFitmVhImBh/casIr6X1MH9A+pnB\nGrg+r+lZ0+lxtvFu5TzLFGgCQdrq5UkqZJ4laf06ef16et/VyZTA71PV7wXeAH5cRH4n8OeBz6jq\nx4HPxJ8Rke8Cfgr4buDHgb8ZT9yDszaU002I2/jPGwd81qfEta5iOSr2CWU50gsZzFA+L1bZzCxH\n8t4qaykShN7X/xDbYLM9TlZgBiPMYIT79m8+8NuZ9CyFFSqnLJogfeTGF7Dbe8F3HTCDEfm3Pneq\n0/W8kByTEqdFRP4a8JvAHwL+a1X9Har6V1T13wR+++N+PcaFHsx1PczMCAKhdC0mZgLh+rzCeWWQ\nW8b9jH4bXFqDFSG3qwCzpe3TdHEivPbK0nkWtYsC72H96mWGYr2Me4oP2klh2ennTAobptvtalCz\nctq1E317mvSBNcXbiVPwsOvXMxtoauAw/pjHmwI/CfydeP/fAf5o/P4ngZ9V1VJVvwG8CfzgqY5t\n81AKb8qgeZn1Q3bRN2GQJitCRlODF3nrR+6XM3y1DFnIoo/0hyHIzPJNGSPYmCq/21XO+lAQELKj\n/SH5ta8+0Pvpxbi1jkMBiAnB5sWPheA4y9FqSfWbn3tuS+hyH9abWs6Ran6qrEviOCT2IZ/x7enk\ni8AbqvqnVfVXjzx2qnXotDglrEkm64KwS6NwoWsktAKpyWi8Mq0aDuahyjLpZwxzyyAPGc0QbEp0\n/tn8eucx9Q77Sghl87b0LurBVZjlg7Wu7vUNozyIvh+UDdfnNYZVRrOdkayc8t7s+Qw2Z41S+uD4\ncxLzo96iiYfgEaxhTycPtX49te/qfhARKyJfAK4Bv6Cq/xK4pKrvxU3eBy7F718Evr329LfjfQ+M\nqRdk17+OvR0Oo1F/ElaDM21pW8tl8CE/uIGf3gr+4oNRGOAZjDCjSejXjIM/4Y2ZMAB0lz+6VVYz\nbCd5Dyn6mNEEM9lFysNjn3cvdgrDODdkRqgkw+d9FoM9sksv42/fxGydC/2kv/ZPTnPKnmrEVfeX\nSRlsrTLXicSD8cdVdbZ+h4h8BuBxDwXN6xB5LZ2ybJTcCC9MwiCQQdGsjx/ucH3R8M7tJYPC8sre\nkFf3huzGzOG4sAxzS89a+pmJWc7VraV2Hu+Dw1DVBKmhQW5Db2fsz3ReV6YHtkCaClNOH+g9XRpa\nPrJd8MnzI4a54aCsaWJxaT3Telh7fv2D5UOfw6eJeaOdP/xJVu8efaCB0UQi8lDr1zP9qamqDnhD\nRHaA/11EPnXkcRWRB/6/EpGfAX4G4OWXX75zgxiY+GIcBNrzYchsmizoKxoD1SJcocdsZjNfUGzH\nlW/d6Wf9a1tqb0vm7etZE3AXvVOmQ02GiAHfIHF/+fU3qc9/7IHed26lc+doxZebix/HzKZIXmCG\nE7Suyb76izSv/64H2vfTyFEpqpNwk4sAmOVt3Id8Av9MEJ77iU0R6QND4HzsF2//sbc45YXufRzz\nnutX5RRiWVtVydZcYRoFGe4irmI6D9m/rV7IZBoja32ZpgvgjAS7SmtW2UPYnDaHlX1fqTH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kwQPV4+novkcsldCGPRugy9kPsW5/eTzOb3+LMJJTIfQ1qfSpfuMDgPamImcTrGj7bYffMtZnd3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eAI4FtzZzDDLfNrcGxpPMIAiaFwUZP1Np0HpQLrssFWmFQq7TWncQHztJzXaF98ksaoaT2bb9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\nv4iAFaEsvVAxoU4oLxVnhFZ7EwlRTK32rRxOAfB1j5s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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figs,(ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "SN010V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax1)\n", "SS010V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax2)" ] }, { "cell_type": "code", "execution_count": 276, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SN010V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunN0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS010V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunS0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "\n", "vgrida = SN010V2.variables['vomecrty']\n", "zlevelsa = SN010V2.variables['depthv']\n", "timestepsa = SN010V2.variables['time_counter']\n", "\n", "vgridb = SS010V2.variables['vomecrty']\n", "zlevelsb = SS010V2.variables['depthv']\n", "timestepsb = SS010V2.variables['time_counter']\n", "\n", "density3 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN010T.vosaline.isel(y=350,time_counter=47).values,\n", " SN010T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density4 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS010T.vosaline.isel(y=350,time_counter=47).values,\n", " SS010T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density3 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density3)\n", "masked_density4 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density4)" ] }, { "cell_type": "code", "execution_count": 336, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 336, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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SP0X+623ZMIUQZiOJpxBCCGG3tNb0GDyY63/8wabFi8mYIUOsbVKnTs3gXr346tAhLl65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\nteb/AZ7XgqJC4QLWAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(SN010V2, t)\n", "\n", "vgrid_tzyxa = np.ma.masked_values(vgrida[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevelsa[:zmax], vgrid_tzyxa,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "ax1.invert_yaxis\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density3,colors='black')\n", "ax1.set_xlim((10,84))\n", "ax1.set_ylim((1,50))\n", "\n", "vgrid_tzyxb = np.ma.masked_values(vgridb[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevelsb[:zmax], vgrid_tzyxb,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "ax2.invert_yaxis()\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density4,colors='black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "code", "execution_count": 282, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density3a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN010T.vosaline.isel(y=180,time_counter=47).values,\n", " SN010T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density4a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS010T.vosaline.isel(y=180,time_counter=47).values,\n", " SS010T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density3a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density3a)\n", "masked_density4a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density4a)" ] }, { "cell_type": "code", "execution_count": 338, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 338, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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HWGuLjTFXAfOAUOC/1tqlxpjLy/c/A8wFTgCygL3AxS5NXA3MMsZEADnV9jWK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\nDhumm957TwVLlmhBuEl6p0691bHjs2ra9MeSpGefvVMzZz6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a5Tx332tmt0iapdCQKePc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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(SN010V2, t)\n", "\n", "vgrid_tzyxa = np.ma.masked_values(vgrida[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevelsa[:zmax], vgrid_tzyxa,\n", " cmap=cmap, vmin=-0.36, vmax=0.24,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density3a,colors='black')\n", "ax1.set_xlim(75,259)\n", "ax1.set_ylim((50,1))\n", "\n", "vgrid_tzyxb = np.ma.masked_values(vgridb[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevelsb[:zmax], vgrid_tzyxb,\n", " cmap=cmap, vmin=-0.36, vmax=0.24,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density4a,colors='black')\n", "ax2.set_xlim(75,259)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Jan with rr_vtau = 0.05, -0.05" ] }, { "cell_type": "code", "execution_count": 288, "metadata": { "collapsed": true }, "outputs": [], "source": [ "WN005T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.05/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WN005V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.05/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS005T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.05/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WS005V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.05/SalishSea_1h_20170101_20170102_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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YxvSYsWmsWbaf/feIc0jiEDf+KEji2PnRN3ZRstVJIks/zcFhhN7gFXfGZR1tIyKJiPwC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\nTOsg1MtmRnT6ohJsoc35ZFT02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E6QPeSaN+gPTp5Y3xBuevYFkNA7W6+omDZ3emnv8Rd/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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "WN005T.sossheig.isel(time_counter = 47).plot(ax=ax1)\n", "WS005T.sossheig.isel(time_counter = 47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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38f6BYpMPAu8RkX9PmAx0F/DJbn6rrRgla4ZyiB1xmjuF+8sPEI0fgmP3onEF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fKStAjEuvT7m6L/1D96nWuzvCHvuEoIWHWgJJ8FX+EjiANLH2Yn/dK8aD1akFihU71/qodvmy+j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\nKyR1Pn5hGxOc2rPqU0a+ZWJEM3Iokg+QN76E2dwhuXI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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figs,(ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "WN005V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax1)\n", "WS005V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax2)" ] }, { "cell_type": "code", "execution_count": 291, "metadata": { "collapsed": false }, "outputs": [], "source": [ "WN005V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunN0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "WS005V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunS0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "\n", "vgridaa = WN005V2.variables['vomecrty']\n", "zlevelsaa = WN005V2.variables['depthv']\n", "timestepsaa = WN005V2.variables['time_counter']\n", "\n", "vgridbb = WS005V2.variables['vomecrty']\n", "zlevelsbb = WS005V2.variables['depthv']\n", "timestepsbb = WS005V2.variables['time_counter']\n", "\n", "density5 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN005T.vosaline.isel(y=180,time_counter=47).values,\n", " WN005T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density6 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS005T.vosaline.isel(y=180,time_counter=47).values,\n", " WS005T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density5 = ma.masked_where(new_domain.isel(y=180,t=0)==0, density5)\n", "masked_density6 = ma.masked_where(new_domain.isel(y=180,t=0)==0, density6)" ] }, { "cell_type": "code", "execution_count": 340, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 340, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Orb28cHdwwJCczIigILPs09XZmbAmTTDExxOflMTl1FSub9GCHuHhTF2yhNlr1/LKsGFm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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(WN005V2, t)\n", "\n", "vgrid_tzyxaa = np.ma.masked_values(vgridaa[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevelsaa[:zmax], vgrid_tzyxaa,\n", " cmap=cmap, vmin=-0.36, vmax=0.24,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density5,colors='black')\n", "ax1.set_ylim((50,1))\n", "ax1.set_xlim((75,259))\n", "\n", "vgrid_tzyxbb = np.ma.masked_values(vgridbb[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevelsbb[:zmax], vgrid_tzyxbb,\n", " cmap=cmap, vmin=-0.36, vmax=0.24,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density6,colors='black')\n", "ax2.set_xlim((75,259))" ] }, { "cell_type": "code", "execution_count": 296, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density5a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN010T.vosaline.isel(y=350,time_counter=47).values,\n", " SN010T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density6a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS010T.vosaline.isel(y=350,time_counter=47).values,\n", " SS010T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density5a = ma.masked_where(new_domain.isel(y=350,t=0)==0, density5a)\n", "masked_density6a = ma.masked_where(new_domain.isel(y=350,t=0)==0, density6a)" ] }, { "cell_type": "code", "execution_count": 342, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 342, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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SP0X+623ZMIUQZiOJpxBCCGG3tNb0GDyY63/8wabFi8mYIUOsbVKnTs3gXr346tAhLl65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\nteb/AZ7XgqJC4QLWAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(WN005V2, t)\n", "\n", "vgrid_tzyxaa = np.ma.masked_values(vgridaa[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevelsaa[:zmax], vgrid_tzyxaa,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density5a,colors='black')\n", "ax1.set_xlim((10,84))\n", "ax1.set_ylim((50,1))\n", "\n", "vgrid_tzyxbb = np.ma.masked_values(vgridbb[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevelsbb[:zmax], vgrid_tzyxbb,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density6a,colors='black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# June with rr_vtau = 0.05, -0.05" ] }, { "cell_type": "code", "execution_count": 298, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SN005T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.05/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SN005V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.05/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS005T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.05/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SS005V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.05/SalishSea_1h_20160601_20160602_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 99, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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T9VwReT3weoBDDjmE/jP+F6MXfqiZrNP4xkeonf7OxTuDucjWkpmef+ujuCxF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swJFxysHTDcDU4EQOjPygH5s6GewRwukePgpc9xpUd9wIckYGhUaHUVSHYBgoEm7WbEzhrEOx\nNkKBLrHlQgTb2DRyw+tdiRBUMeIJJv2bzgHUjQWKANt7HbKZ40Kh9AOU0u8uxDIQzZCNVUTRkrJx\nDg0zXnrF2QCAG+5q9Y8/+qUTe/quUwS1kT6ufczhuXU33LWB9VLjWY8+tG/vv9/I8WvvyGQzYyE+\n+qUTmBmHhhjjQvk7Y0KpQz8nAA5yG4SL1ltiZJxYpjUO0I5R6hLFsTthzrk0biOlcwmltdUxs1lb\nB0WEmdfbVERoLEMRx2El0vL+RBS1P2OWE13CuSWUFhadglMRJ4/Qv9kjhsHurjh6q2zGDnAE5mTb\ndBip1zOa2uUNobznM2guftLCv7Outj3GqoD30vOQkbELBEvZ1P0rSIN1iKZzQkKvew0AoH7s1XIj\nWa1JCw0pFOVa59iuNiCl4GoDq2qoNT8opFTMdsZBIQCkXLzZZWB4SCiW2dOhn+4m5PU0S01QTtSP\ntb+ZDu2XWsk2DgytAMeExudv02xmIHg33ruJEjQXCrfDMy9Z3/LvH797c8ttbrx3c6VJZoocv/aG\n3LOZsRAz46K8xmZj44R5GpBCtrNfjQnSHLWVxZEWsfQEv/6Kp2JmHGZeAmmztlEOqXHte8+M9Y+t\n9691iINCURZkIBa005wc3YQ6gz/p84ABoWUpqdPwDwQA6ArQlfR66gJclGgufpIQRa1lKcr2eVi2\ng9IoH7glktmA4sHbUDx424EhmhkZpwWmATe+XzP1MncW8P2b7PvSuTehTmYKaqagZiLmDt5yN+DC\nn3inlNIbObYMIQWJJT+IZOV9OLXKDAgVkB4G15H8WIcQlg74lEolkkcqirgDiPrIKcEcsqccaY1S\nKcmW6lY26ZmXrOOZl6x31qXLdnjmJeu48d5N3HR/t7J10/1T3HT/dGXK+BknHzmzmbEQ1112Fq7/\n7FGslRpOyR20IhWDnFbiLKSJ5gZ1Hn9OiZsfqnGisTh/XIJcA67m73B/5zufjm/9jRsBAHWlUVuf\n3fRZzcYqjAoNRQbjwr+3CwFWRIpDIGYFwIu/E7Pv51Cq4QAAIABJREFUc5rX1WT4/k1PNIkGspD9\nfYoq/jiU992M5sIrO5s4n/WIP0jM0Mfvlc9wwe4ttPvvE2DOu3zXxzxd2IeZiIyMHcFsTqDHtlVo\n8LJgHfIZpsa/7ns6+3I9BUGuQVVvDP4HftQbfwkPveO/gK1kRouQKS1KwPpHX1JHUUpp3iqQRiuD\n5DOZ5F+CTOwVBWk4aqs1msQdCAWgfb/4OPkVV0RxeJIoHapkn/VUg/qOT7lghM8fq+fWf/5YjSee\nU+EZF67N/W1ZXH3RfNx/2qPGuz7e6UKOX3tDzmxmbImpdXFQJzRvh77N6Crkm8/7uPLcCpUibBqG\nVSVYFVCTh+a2s44xqS02a4tJbfyjLFPrYmZTlqT3yE+vG8cxs5kKMaevYxY0ZCeJJKOpkufA3PRo\nZ5AoZEGVQvnALZ3P4A6dLz2gRchulu1Ee0ZGxmmBndaw09pr4opyRCeD2XMAStFc8SywaaA2jgLN\nFHAWD0ws7pt09zEbU+nfbAzsbBYznKnIO1sr66I3e5vVDL7tnV5v/1yB/Q01+X7NtoyeZjPDkiJN\nYLZT69Jrf+O9m3OfN3ip95eMjP1A/iXM2BKvfMqj8Mc3PwhFgO75mzkwFEvP5OPOHhYSn1nGxIgw\n0iFSUm7uwRqH9J564n3T1yrtNe7mhd6DZRsgQZLQCr1rL/TeD5OpwLtkNjlKM1FClokdmF07ya4K\nyVj6DCj7H4niwdviPua8y+HGZ2/3dZ6xYEZusM845Vh7zZsx/a2f6Yi4k1K+e7EBIOYM6hu/d/gA\npoZqJtIC5AwqPULTy3CZaQ3SCmY6A2kF0lOQn0xveze1J59K2sFDvOmny8Jr9llXUtBKQ1Hrfe4I\nYGJf0ZHhTCBcY7LO+f568gNF4k3ZzWqmZWytgKvOG+34+z1TkOPX3pHJZsa2+LYrz8P1nz2KKYD1\nUiJbYxmllunzK8+ZJ5ABU+NgHWAqhfH6GNo10CfuB5yFPetiAMCf/cdn4iW/9DE0ijCZKhSKsFYV\nKHw53Y4Zo0Lu2kcFA0YcORolvZsKknUtQkaTxO2ISErq2v9dK4qEk1UhZStdgUJpPQi8O9P2TW1T\nOzmI5eyMjDMJ41f9ONx739Hq5Cotgzv11PdUNgv3bR5/rQwKlSOAGetHjmCzcbh7w+CSQ/LzecnP\n/AoA4IG3/We42qA8tAZVlG05HfAsUGIY+aoHLGLlhJyJveNk5TkpLyvHDpUu0ACodMhstv2blU9h\nBipknfTbbzZNfA1IRjNkKgPJfMoFmWBmnBrkMnrG0gjl9PT1drjqvFEUhG+cOApxtQ4uu0Hufd/3\nNbCG4WwYFLJxYGhSW186ZzShrJ+U7p230bTcCsM7tCX09IY0HRbqiLrrouuDnpazAgntIzfx7AhZ\nFDnjdIHDIJDyjl+JpJh62Q9suS+ZKcjUIFuj8I5CQ4MtZlrDTGvYpoFLB5OaZk7oPcSUftm889yZ\nuJ0O2pg+uxkqPvF58jpkM8M5OuZozpGxe+T4tTdkspmxFKwvIwQ3n9A7uQzhFEvK3lS6KqC/fE9n\nu/f/56+BaVzs36xtO6E+NRaNbSfUw3unTkJR8N17CAfCKQRzYFo97d2kXu9mf9N9dP44I8E5WGec\nZoQJ9LS30TmY69++5W489VqU7EBmhsKTvn7v5sU/+S6YjSlcbeBqI7qbpvZLE3s3I+FMezc7hJM7\nN7twttO7GWSNtO/hVGhfa5Us6QR68jxPgO8COX7tGZlsZmyLP/j0A9E+0rIQzdS3fDtcdd4IjXPY\nbBwmxoF15Zf5Ps8PvPbZ0sNpHCa1iYRzUltsNNbLH7lIOK33bgdaQil+7hwlkQIWDgsp3bWnjDsM\nS5NkZGQcLLjGgGfTKEvU2ktasZzcAs3jr5Un7EC2FgUORVCYJ5wX/sQ7YRsDO63lPb0UUshywiTD\nQ4FYprJIcfHrfXaTnPHWmSGziTabqXqv/bowPAQET3Tq9GhmS/SMU4ncs5mxLb79yRcAAH73U/dj\nZiyCvJrYoC2e5kwxNQ4PzywmxkEfKjAqx1ALiFwzs3CJBFLo3zw8LjAutC8Lsbdrk/OABjSCawWJ\nJLsTZw3rOEogKTBk9If9fFAhPyIAUFRgpeKPSh/ErhV296S0OHorzPmPW/KbPJOxXBY8I+NkoHzF\nj6H+/Z+DDt7oSgsBXIJsAgA2HoIarYPLdShVYK0Yo3EEM5Cd2vjS/QCAylqosoDypNYpDRqNoUIJ\n3znpFyfl+8fl5zgOIwIAy/Q8kQKUxbgYodIS5zTJTXXQzUyrN0YRUADM4h5kHeI0uvKldgC4+aEa\nV567uOc+IyDHr70i39tkLA3n5Y9CVjGU0pfalzmKxNfW934OZDYBwFoHa8QrXQTfbRR+l/d0bQ9n\nIofkfTliSV3et38eXSeIVgpJeZvKwkuk9LKcLpEpCev722RkZKws2DnJOE42vI1lI9nHZfoZnQU3\nM5CtQWYa+yeHKtKXvv09MBtTmM1pN6OaltMbT3qTYcQ5i1tfQk/7N8kZX1IXvc22jxNtGT2RRyIS\nwfZxoTqZTAWRrsvSRhmnCvmXMmNpWIZIEFmHmRUiODUOH7lze0/dqy9aR+McasNonNhZsiqgj987\n17v5wR+8FswM4wnmzDjU1iXuQnKX2diWeEYtUBcGhjiW0NPezYB+Ob3jKBRK6ltpZIbtVYHioX/Z\n6Vd5xoGRe54yTj/YOZlCn01jVtPVZtv9msdfC/ghIWpmKEmmuxWAo9N5smqmNcykhtmYivamJ5xp\nOT2W8pOy+eDAkLOANYAzQj494aTYp9kOCYnLELWl9iSbCXSzmuTJ6a0PN7j14cUT+Rk5fu0Hchk9\nY2m8+ukX4rdvug9T6zDWCiqWsZe7O95shBhOjIZWCkSE8fgsyRScuB/28KPith947bPx4v/+MVhP\nMkeFgnWMtUrDjuUiHRWiG1dqeRyxkpKSI1gCvFG6aIGSyGoqCqulnE7w2ptK+zI5yaMuwNZIqd8Z\nEHo/KKTAxQhMSgTdl8Q9PykuJRf/5LuW3ucRAd9gn5FxujB65Rsx+c2fQmM3QVqBrYOtm+UymwB4\nNoWqJ+JWVm+gLNekibJxOFY7nFO1uZtLfuZXcOePvBqqKlA2DcrGiOtZUk4nZyXbU7TldDBLSd3f\nyBKQmEwIKWZdiZOZHkks8wSSGWAt5JKZYJlgvb6mVV0lkUBEC4Uo4bQMfuL9Ypv70y8+w1qHcvza\nMzLZzNgR/s3TLsRv/KPYMGonDeffduV5S+0bgp1xDGNZAqHSrTNPD8wM620rN2sbezhr41AXQlwV\nERorNppNKM/7YMs+ADsGUhtfTo7PlGhvht6pIOKulAR2QDIL1nb8zFkXcGvnbvmZH/z5H2q3tw7l\n+njpH7eMjIz9xdpr3owT736TCLs7B7YOR77nrUvta578IlR33Ai4EWBrkCpQlGNoRaABHnLp29+D\n+9/yfVBagZRCebgRC8xqDGgt2TJrQcqX01XhY1NQae+V1KEAazwBLaBUAUUKTGLPS/C+575XXXqI\nCFqJ+Yb0rksJPWQ1tyOa7/jYnQDa2H14XMA6xs/99e14/fMvW+p7y8gAMtnM2AUse+mhoQi7BV7w\nFUfwoX857m0mpSzPRQWywyWc1rFB5JC0IsyMgw7PSxlWsqzRWGmYl0Z4OUc4Ain2PZwE9tnMmN3s\nPLIEbohveiv63mYVglSJpDbctkTz+LvegPJQ6wHM1kWiGfyUw/rzf/QdO/ouDyKyA0fGKmCZsvki\nBD91sgbQJpK8RcWdZmMirkJKwc5m0EpLGV1pkFLdyfhws+ucmJWFg5CSagu8+HtYbWZtf7mHJg0o\noAj37k76OxmSAZWwKCT00UtkNAO5BNB5tI7xXz/yL3HdmUA8c/zaGzLZzNgxvvsZF+9635l12Kgt\nSiV31+NCoypGoIH4/8EfFMmR6/7bR7G5UcMYhyPjErWRAFgVCpYBpQgjX0pXRBizApGCIwCeXMIx\nSBMUp25CbTldEaSs7idFg6OHZDp95HYGCFPqWwwGBd2+tQu7ZJStawmmz6qwdXDW4sS73xRfp5lP\n15uUPfcH/vflvuiMjIxBnPW9b9v1vu74Q9ICZGZgXYDcCIr0wu0f/dZfwx0/9CqYae1L6gZVWbay\nS0UVp+MJiJUeMIO0J5zspKQeCCezj0VSfSFdxZ5zrRxIlyiVxELrSbDc3FPsad9qMOj6zx6Nz88b\nl3F/AFHyzvnhTPkb452fuAvWyVBnQFq2P5NIacYwMtnMOKV46RVn4+N3b6JxDOOn2ouyFAmiBfjg\nD16Lr/3Fv4VpxFmoLlScTtfKYt167+AwOOQcSke+X1OylxTv6iUxGTKafTAnmU1nYoYTyvhALz2c\n5pxLF56vGq8P/yFkMQA4E3yZW4IZMi7OyjbsHPo/Yyfe/SYc/vc/u/C9VxmpCkBGxkGEfepLoL54\ng1Q6rAE7CweN9WIxeXvsL/wW7vyRV8NOa+iyBDeNz0h673RA7DOdEE5SXlfDkfDORG4tEE5AeXch\nL50U1DSYQM5CKxWDnPaGHDp4pDvCpYcXx9u18v9v79yjJavqO//97X1O3bp9abp5CDaCgIjxgY5h\njOBjhhgxItHgaDSoMZposlwKyhozDkp8EiPR6IohOESNkYUPEgciBlnBRg2JGgGHKA8FRB4K3XZL\ng/2491adc/b+zR+/vffZp163mu66z/1Zq7qqznPXuV27vuf37BfPvs4yIEmi0HAeKq6PDaDIRGz2\nWkM9F97wAADg7Gc+ZsFrvdxI89e+kcRmYtHpGslKb2t3x20ZI+ZqAGjEbrYyjUJ7sSl15LQBSpIJ\nUBHV7nQLGKcuNUm2pqUQFdWfLEQkSUJwgpMlax7audVZRGi+7Q6Uh//KwLGq098CfPOzfcs5Epuq\ndBZSa8FVAbYWKs/ARgTmqLjOzqXno/3ad4++YMsM5rWXfZlYnXBZgKoCrFsA20ZDomEc+ZFL8OAF\nb4XKM7R8FyOlg/DkspT5JZPkH6kE7Lwsvr6vIxacgK0tnBBhSmyhlQ531dr5+SsnNC0xfvLLEsdt\nHFx67kXHbcR1P90NoG5J3LBsKolzz1wDDW/lNCy1j+NtezErVLCl+WvfSWIzseh0KouuMTA8fuWt\nf337c/DrH/22SxAS62YQmy5eM3PCtSQLy8pZNGWilHgl5zIHQvxmb+KQTxaCE5xSJ0QyQyWWyslU\nPdx1BkCSAPy2SkucFyDxWgAok4merQVVuWtjV4tRts1i+b3i07vqs5f9r7GvYSKR2A9YKVVErsc5\nacJcxSOtm4CUQ2oZC1tW0KqUOaQq5NkasFGSLOQTg3wXIa9m/fIBFk5GBqCS+E0LKJXBZQOBLEDO\ndW6JXbb66I/Yzppzs3Hd1wCZY31jDWMZVjGUFdFpVCxQh5/kC7dJ4ftXP+VRQ7dJrC6S2ExMlAfn\nDQ6dbgqzuCh7ZRmFAXIqxVIwgn99+3Nwxt/f5JKEKuzuyHE7rqtRrgil7xrEDGUpWDcBn60JwGVj\nqpCN3hO7GQnOECvFGSgDuAJIt2AXKOauNhwiwlTp+sfCWTGBWnTC1d6DNQ3LJ+wYnZme9/qFt1lG\npAD7xEojv+d6lMee1FhWPfEU5NvvDPUwFQE8RvW3R7/vYmz/wJsldnOmQmaN3JQCsFkOsu6GU2lQ\nlocwHlgLQtVXsUOsn/IP+RghVzIJhqBUBlJa4jeZULnab2qMr+FB03IzHFsnffh46W58Q31jnzDK\nURznGN/1Fx23ceGBLCPS/LVvJLGZmCjFgC+ojoIlQ3H1UQXUI3yhd193s6isZEe67HZf3N2yfwCA\nxGuGIu4SfRmOycBQwUlRhrpM5OJeNweOTpKiVhuUt2rrpl9eOYums2RyVQCZSxgoy6bIdIkDg+Bn\nvWKs65VIJB453O30LcvvuR5Yt7HuYw6EdrgLUc7No5ztgJRkqKsZl5luDWB11LPdiUZf8mgIjRa6\nrjQSgHCTDFd72BrXstdlzy9U8ihzczQzhc5s3iKq3c2zJhez6VpnGmYo50O3kaJVA67NKY9dP9b1\nSqwekthMTJRO1YwP+tb9ezClFRRJuzRmKVfEuYYy5YKi0zrXje8qpCupvdnKLErra26Sq8Ep1k1W\nAFyZI3KdN4IhYFiiEERwkqrd6T4Qf2CPuh5oalpc5bE1gq0IS0hCAIBGN5MgLCPBaU98yYLnWin0\nhgYkEsud6omnQN98DczTXggAyG6/DsjzqNC6DaWPKsaCsee2qGA6BUyeQbdy8Wr42E1AYi99slCI\n3cTAZKFBiBfGhhJJBIAogyIZI4UDjsa3tmQGKDbbUi1AtZLandKy2EJZgqamC10T4aQjZhY+4Qog\nzV/7RhKbiYmyq1uhNIyH5svgkmlnCu1MhXjKwjDmSospnS34H9K6jkIAsKdTuue6blLbzZLtTAGV\nBTIgZ+kqpJ27y0TJQj52M8C1+lS+KwecSwoAowXb3jB0fK0tt0iR+qkZcK9V0tfVi85F2RSo5Qq9\nOxc74CyfQG/fokQiscjY+VnQ9VeAtAY7t7cyBZinQGyREVznsYVV3FEfuxRb3vWGUIFCt1vQ1spx\n/Q1o5hpJuCQiUhmY3dxBTmg6wTmoGYa44mvBqfMchgEihgKwkGTaNmfCPFoYSTCykUJlBlyhJumv\nrqR7m3WGg5inHDq14DVJrA2S2ExMlKcfNg0AuO6nu0P5jHXTGXKXmSN3wBJrSQCgaUHrAEfWzVZV\n90z3fdOV5dBVyAY3j9yNEzvR6ZKFfOwmucLHknEu770lVBFFvdAB1dkJmGpgm0rWrWD5ZJ3VPwwe\nbzIgF9hPJNYHjhIBALGYjJPmulJgTpaBxIqET3oZ6NuXga0GfGxlBNmqaWlcIJ7bdAqQ1tDtFmxZ\nQeWF3Gi6m1Ef1w0vOoO4jDoL9Z5joRjy0A9dwoS2zRlY5oHu9DhpsqUl/j3Mm6hjN8W6KZZPCTWq\np7dVR5q/9pkkNhOLwimPXY+v3vUwprLa2ucnQMuMyn2PGUC2kNoEQrxmUZmG6CyNDeU3LEsQu9GA\nVuy6CIl10wKNGpYsBTYbrSy9APXudN/hw3fs0Ht+AbAFmTLU3WTnJg/itFdsxufULYAqZz6V/sge\nGuEqW4kw0mSdWLnwc84E/v0L4uKuyrprjzWgch7wyY1ECyY6mrKCKktUsx3YooLNK6iqrr1J3spp\njYg4VWen95ZBknM2Q3Xkhrl//lCQuc8lqYOI8OB8/Z30iZxxTD0sh3hUf7TSzZKVK6PkCjAFa2c4\n33hhrCuCNH/tO0lsJsZ2Ae1vLCO0TNs6W6EOhZdZisp5GV8+HfYhRbBWJriisiF201s2exOFfLKP\nsZKt7q2bgKudxtRX6N0/h1JJzp0uJYwgPzR+Ijc9Vo3ohyb8KPhA/1h4unUhAYld56Do7zCsjmci\nkRBUdzfAdmRoy37DmrogeyTm7NR6GYdza5OdD3MWlfON+evHf/hy6FyjUgVUnqPqdKFamdTuzHJw\nVYqosaq2oFpVF3rva/MwApfA5Ftq+gQh7aybcbx6HIauqQ7fyTT1pSf5WE0GS7U2jg0H8qwIOObA\nwXU8E2uTJDbXMGVtxoNlYGrChrTSMpSxUmhdEiUDXacSuxWhpQlTmQKiSRoAXvA338Xms04O70+7\n+AYYy1jX0tBEaGW12xxwBYeZXKkOhVy5jEq40hyKZMKF6ywUiUvDInlViOlkNzlrqMyJRqUBbQBb\nQc0/LB1FdDMpqBacPRfXWhGYrj1d6E4EAKaAKubR2nILiiOeuj8u/dLDdRxqIrE/0Du3OOHH0MX8\nghUi9hWuSinmDqmewfl0U3DO7pDQF1IgU4gInq5b1t7+ey8FABz/mcsBAPee/SpMbTxAPktbblJp\nykoGvDUyN/iEQh+72ds3HRicsOiz5F3CkCINTRwsm0Fw+s0BdEx9VE3iNtequZ0iCuFQXXdzX5i6\nqLt3wTNjZOH4FUeav/aZ1eOnS+w1uUuW8Y+5arLWTdsoScSNoPNjDsxhrAjSjpH6mzGn/vV3+7zR\nbBnGx2sab9mUSW9QnTcLEdX+vLEx17/mqHixL4nklzFccWMQWGnJnFda3GYqA2ct+RFyFg7W0nkI\nWUssno2H215ngM7lOCpz3YpaYJ2DdUsSjhKJRB9mwxHixrYVyFbIfnm/CNBJ0VsLlxnmgLooObkW\nlvCPEV3AAOCYC78I0ylgy0pa1ValxG5WhcRu+rqb4Xy2LvTu34eTq+ZzBLEV1zm5mE2I9dKLyVyL\nsCQiaEUhrlO52sWZkjj6jADFBplb3tL1I1fkki7JlYyTG/u7d5aP9GonVhnJsrnGabvuF153jdMJ\n45HiXdz+Lrh/vSi6yjCM5pBEBGBgX1prGaRcYfjKovIdLYYU323W2qyPG2pror776nUN1RZOSRoC\nQ1rCAXXR91417IQnBpVLcq71uE4euRp5TCQC1R2vtfU2gO0Kt3KmmKfE/sdsOALZQ/eG95MME6QX\n/BFw3aXS2MGVF8oeuhfVwcfIelOKG31YbVzTPy9VnQIqz0RwViWU0iJoyyLEbrJxLnWFkCjkOwjJ\nszufE5ocx4v7sbsYdEUyj+WaGtZKby0lALnbTSuCAsu81DO3KZWhpbUkD6F2n4ce6lxbR+/bXYJ5\npbvV0/y1rySxmcC6jLCr2LvixI+EbmVQWkng8fxsd4Wj1st/wyccJK6krbMVSgtkqq5b9/W3Pavv\neJvPOhmn/vV3Q+mjVqYwXxhoRega61xAg4VnXHNTuQlSK4KBy0CHc6X7zHIgxLWyswKwZRAUlNJQ\nPh6T6wmVXWynHfAT6C8zMUs2K1vAlPIcZbdyVoqItZXrWsIrM5YzZXMmJoQXe/m2O4Ym4+0vuOiI\nCKy6oKrTqAvskwSzHXc347odT/rilX3HK3bNAgDymTbYWGQzFjTVBlptcO5c64BLSrLOle52Vs3P\nyq7pRJycWHtaCMwWmoApX/HD3eyCJRLU91XPXMgPWWkyQVHxeh+rSlSCVAatNPJM6niWllDZ2jNU\nhDpIMtltma3CuiMPWGHSI81f+0xyoycAAAe2FCzE0rersNhVWMzuZ7f67z31MJSG0TVW+qO7UkWe\nrbMVtsxWyF2c0Dhnv/atJ4euQkVlMV8YFJWFdeWPpH/v4D693srpp8TYIOqXxRZVd8MOy74/sLfW\ncnCrh4dugZWGBdWu/fjhrLAVA9a5zFnntRvdudg5m5LlWRuct+ts90Qi0cR7An52U3jsd3yWeFUC\nVSk3io58+53It98plkDrHgtw9Mc/D9PpouoUMGUJW1Z1+1pjwNY4d7p7BIHIIQEoxACpfpEJV7aN\n3c10ppyr3IUeyM2tHJtMCZgSVHXlYdznix/+s5lC1pkSZApkiiQm3rnPtRJXu9zwy0OTuNtjY0Ni\n7bDCbi8Sk2RjS+GXzsLJXlXtZ8eUdX1050rpZ26Ycd/uErkSt44miQHCXpzeRmWQ4nqbGQPNtpVo\nZKM3joEoQQgyR3u3une1e/xcGbLdQe41BRcac90f2Md9xoRyIoSwr1KZZKe78iViRbDguBj8mG09\nlyPJMpCYJOWjn4TW1ttECE4ILksJcXEWP65KtLbehmLTUxpB4A1r4AJUnUK6CrUy6Dx3tTZLcZ1X\nUmiIyxKUo2Fh9K50EZwkc0SWRZZNJzRJ7twzRSBrQKYnDnTQeGNLJhBCfACEQptSlknCgTLdAhSF\n2HbLkgBKDNc4Y+VbttL8tW+s3F+uxESoDDsLp0xOOzoWh7T33zTxB//lcPz9D7ahtJI5vqFbYf1U\nFu56MxegPrMXcaNlVyaB3Z0Kc86NPjddTwxTWqa60kgcaGzR9PGXiqiRkQ4Xs2ngW7zJD8kg9zqY\nYQAoqmvS9SYaAU3LqXfvE7x4ZbS0lqzTOluptmRogF0cp969LawzG44Y+zolEqueqguenw3CILv9\nOlRPPGW/HV69+GzwNReL+LNVKHXW2nobWGXBWlgcPn58dTlboJydB7mK6NlMG9qa0FVI3Oi+0Hsp\nfdUBieUkC1ABcCauXgDQrtsZidpT7loEK2yPkGy8dlUy+pe7Y7j33uUOqsA6A1UZcqUl8REy12lX\n1SP2Hvmp7ZeFhYJ41BJrg/SXTjTwQtM6d++gxJx9pTAWpeHwiDPHFQHr872zpl771pOhnLkx1Nw0\nUuC9cq50ediQBW/BdcIQ5PP6SdF/ZhtpPk/sXveCss5Ur7P742VhG7dPvF+83o8BQNMy4eOuvHs+\nb4PzKXC2clrB+aLI+/uRSMQUR50Ysri5KmuRth+hF77JvVChtibgxFzVBc/v3qvjHf+Zy0NGuimq\nkCwkNTetc6s7a2RVuHq81glbDnHewTXuXN1kisYDvS5xb830mfNeaDYeHKy4FO1D3v3uEhv9Ou08\nVD6b3We8a+dGz1Sdvd7S1Ci3tJxJ89e+kyybiQZe+BkGFEv9yUmco7QW3QohphJw2uoRnO9ll/yn\ndPhxx/bZ6S2t0DEW00YC40ujoJ1F0RCBST6gLwtimaFQWzgBBPd5fFfmr4l3scfbxfQK9dippqJ1\nvmWlF72k6kxRuELMjdqdWbv+sVkpcHJDJRaJUDbIAHYviqA/Qvz3kMsuuDsvJYz2Ep+VrloZbFGB\nlIL2LSyViiybOUgZyYjP6yoWrLOQWEhOgA7smz5o/APd5xzeNwRovB8gPdtRC1NihlbkmmA4N3pU\nf9NX+SCXqb5iSPPXPpPEZqLBppkMP9stk6f0xN3/5/DWP1+xw45hPfWxpBt73C6v+eLNKCoL3y+9\nqCwK7ZKFlEwOXadmcx3SOEP7StIMxSQxRT2CE2iKTh+r6TpbNsRj7GYfFqnVsJBGgjXuXDRwAh6k\nwElL0edEItGgFpoiOvWtm2FOeMH+PUfRAZddaTFrxAJpdz8M7szBPuOMgfvQty+TfZ9zZlh21xt/\nBwCgtILpFKha0lWItKq7FSkNcp+FnKWT8law0jZpAAAgAElEQVQdt8mqLoVkK0kytBAXe98ghgjQ\nhuDkOlYzdr3H3c/ijmikG9ZQgnhlfIei+Ebcz2+5K6skx0wO1rVAEpuJBj/5pdyVa99WB1In7ej1\n42VB3/KLDgDgqY9qj9xOigmrvszEYbrTWLlD3jYnAvLwdSK0Pv+qpwGQbkLzHcbulox/T6cKojZX\nhK6WGNGpTKNrFEqroIjQzpSrJ0fQynfXQOiaweQsn648UigNxYN7/5bjivMoJlS7Gp6+PzuAulae\nQ7oNyde1cjGmaqx8/eUCwybLQGIR4G4nvA5lg8bdd/OnZL8X/NHI7ez8LKAUKJsFV4WIzPlZKY00\n5Ljh5vDrnwE9/w8BAI//9P8FANzxupfBGgtrLPJ1MnfqdgvaCWfreqaz0tLW0koHM1IGlEGSCkkB\n2pVO84mEkZtfxKH7DsY3sI3uFlHMZk/JoxCvGW8Lb910h/WiFypYOMntoYig2JVSKstGB6blz/Kb\nv4joYAD/AOAYAPcCeCUzPzxgu9MAfBxi3vk0M1/glp8P4AyIfWQ7gNcz88S6IqyUv3RikThuYx46\n7dRlesbfv1NZlNbipm1z+P72+YHbaEXIlcJUpkJZDC/cDhrSM1M699TZ5X3rKwvmOit9rqgz0zsu\nfrNbWXQrg7nSYK6U953KolPKmOMySfLcjOUEmq7xOtayfvhtFnr4/YEhltBGrTwpq1Qy0LWQMAEj\npalWSsxTIrFoVEVIaNnrFoO+tNE1F4OvuXjkdlyV4KIDu3MH7OwucGc2iMheuNtxLnbXIaj3cIWB\nKa3Ea5YVKt9ZqCrFwunjNatCxHMcv2mr2tU9IO6SBrnCmetHGOTwiT52tcev4/JKA/cj1HM8G6hi\nFlTMgqoO1OwOqPk+bZQYn3MBfJ2Zjwfwdfe+ARFpABcBeBGAJwN4FRE92a3+CDM/jZmfDuAqAO+Z\n5GCT2Ew0uP2hbpiDfA/zyjJuf6g71v7dKPmnW1ncuHUurLvi9h244vYd2DidY31LY12uQ002YLhV\n06+L12+ZrfDgvMGD8/Jjsvmsk0Pryq5LEOoTnJZrgVlZJzpNeF1U7LoQudqZoYyHd6X7sSwsJBei\nV3D2fVYiMBEqlutfsrQXlT7E8mwso1gpYpNTgH1icQgtJb1wLAvQf3xpvH2NaTzs1Rc113/9M8A3\nP+vEXgm7+2HYzpy41SOLai/qxWdLGaNuB3Z+FvYrfwUAsFdfBL7mYjzpi1eCjUXVqUIppGq+C1tU\nIjCLjojbsgyCk42phXUQnCzJPr2JPkC/xXKhbeoL2rwGva0xB3QskmNJDKdiA21LiSct5kBlB1R2\nJaFpAglcE2F5zl9nALjEvb4EwEsHbPNMAHcx893MXAC4zO0HZt4VbTcDTNZVltzoiQZPPHgKtz3Y\nhVUukcYCXWNQGsb1WyqcdMTMyP13dkrkWrkivrLs2nt3YU8hsT+ZVjisnSNX4sLOlTyA2jU+iMPX\nady3W9xhyjmqCkirtC2zFY6YybD5rJNx2sU3wFhGpggHtPOQ8NTKFIxltJzrvltZ5JowVangzi8z\nKY0kItjHbYobHa4WZiiFtB/w8aDMBHbOJ8lgZ1gLTEUdlDx7iuYExQBmS4tNM+mrnEgAAGW5xDRm\nOUjpEMNJN/0z7IkvGb1z5HJna0BKw159kRwPkBhKh3l4uxOzYmlUv33O6EPPzYOtRTUvN+760vOh\n2y2QVsgAPPFzX8Ztr/xtdHbshC1L6HYLtqyQz0yjpTS4LMQ6VOXgrJTXvslD1qpd6uRmSCUxlexq\nYcIvX4gBFs6+ZCPvnldamk84C6dRuRg645vuyJWv5nf2HVvN/XJldkVbeg5n5q3u9c8BHD5gm8cA\n+Fn0/n4AJ/k3RPRBAL8PYCeA501onACS2EwMQEoEievDRm50w4yv3dM/WYT9jJUsdsvIe1TSlFaA\nFhe6iEzpz5trEXNHjCGWKiNWUEsuiWeQVdAyjLNu6qKCVoSpQia6+cLAZIxC+aLxyj0zrFah20WM\nhSQQsU8eGkNpDjJuhlDPOiyz2YsdYuX0QfVDoglCApddUfGaIoqTJTKxGFDeArXaoCyXuEa3nCux\ncHLREZHoLaAAfMeeXiQpR4QeaR0Sdmxnrm/bhbBlJdbLuU54T1qBTFRpwlk3VS7WTQAgrSR+E3X8\nqcSieqGZg1CAs5a4zOHiKK0NgjNYHeMkn0EMcqUP2ja2ZkZdi0rX6KLFVaOVp6c87AlobblloUu1\n7Jjg/HUoEX0vev9JZv6kf0NE1wJ49ID9zmuMj5mJ9j6dl5nPA3AeEb0TwFkA3ru3xxiXJDYTDYLb\nWzdbPHqRNazVmGFgKpO7fk1ArusJSlmGJmftVIQprYLr3Mdrbp2tFrTOSXa8WEytL8bec69uKgYg\nbSsBEbfTeW2NKCqLViYnb/kOP4pgGKFNprG6Hh/qbkZxtvre0giN4uHW0dCtaMQpvOvcC87jN7b2\nejyLDvPex88lEo8AarWlf7lSIhABZ320YqG0BkAuVkyrmqJzED7+E4BqqZCYE77Syoze32EKaUdp\nChGdVFRQeQbdqpMvT7j8KvzoVWeAVBflrIhSn6kOADqL4uBLJzyr3PlFXKkknddZ3tZKXlDjAvUI\nUGBkvGZjP/ccrJphWT1hSfeg4XN5ccRTkd/n9JU1KI89aei2y4bJzV8PMvMzhp+WTx22joi2EdEm\nZt5KRJsgST69PADgqOj9kW5ZL58HcDWS2EwsFnOlQa4JZTT3HDyd44kHSwHxOAZzUKJOEKWaBm7n\nraUAkCsF7bavLHD/ngpHHjD8v2RpGESAMcMF1rVvPRkA8MJPXB96pgNAK9OYLsQ9PpUpTLc0WplC\n0c7Q0pKslCuKxifj8jU4PXEM5yAr57AyTn5bbx31m1ly1kyIYAeGlD+KOG5jHv4Ov7Zp3eiNE4k1\nBF1/BWjDIaDpGbFsukSe6onPlvX/8SWxTloj65HXFkBrAa2DqCCrwVUBW5VQGUB5Dlp3oBOwM+Du\nfEjWsUUHnUvPR/u17x46NtMpUHUKVLMdHPaeTwzd7klfvBK3vvzF0K2dMB0RndZYZO0WpoyFbndA\nrXZwqVsAlEnYgHw2K60t44LzvYJzb3HiMVTJIJLanqRknTuPbzVcWe4LAYqxO3fINXnaC/dlVGud\nrwB4HYAL3POVA7a5EcDxRHQsRGSeCeDVAEBExzPzj912ZwC4fZKDTWIzEfjmfRIvXBqxCAJwVsh6\n1vDi5satc0FARUbMepnLQHzKoVNBGHkBqlw3iTzqgU7EC86G3qU/jivbWkZVyo+GF5xaETRTXbje\nSgFik8l732loEL7oOtwzYbz6oPHY49fxZ/DWTGYGk4yvIho5Wa9EkZnc6IlJQt++TGIX89wJSbc8\nes3PeoW8+PcvNK2RWQvkkjbC105rqBefjeqKj4iIy1pQM+tBLm7TKgV0O1LuSGmofLyfU2sXtiKe\ncPlVuP33Xgo2jNxYVG25uc6chVNFVlqamnZxqUr6qQN1wg9qlzopJxbjGpmDiC2ecTMJLzS9RdOJ\nzNiK6WM1taKRGZ8rUWQuw/nrAgD/SERvAHAfgFcCABEdASlxdDozV0R0FoBrIKWPPsPMt/n9iehX\nIFFc9wF40yQHm7LREwHDdbmf0lgoAtqZGmhF/LVN60aKLcOMpxwq1tAymlx92zJfDgOoM9+ZgXt3\nDa+JZ1iy3C0vnB2/+ayTYS3DuKz0ucJgvqgwXxjMl/J+d0fe+/aWlbFRm87+YxJq7/a+Rkz6axca\ndYTSTnJsn4Eezm1WSNZmIrGUxILAlycaJO7+26vrbHWfFKTqmEwAoS2lXr8RamY9VHsd1PQM1PqN\noJkDodozIvh84XWt0P3CB4cOzbiyRgCw5V1vWPCjVPMVitkC5WwX5ew8qtkOytl5lLPzMJ1CyilV\nZehaxHGZJNdKMuAmmoHZ5r0skCAkQtO1z/VC05dYcm0rqXcCHdCBKLFvMPMOZn4+Mx/PzKcy80Nu\n+RZmPj3a7mpmfgIzH8fMH4yWv5yZT3Dlj17CzIPc6/uNZNlcw1z3U+nhe8pj1zcSf6wrGt7OVMMd\n3ovPTL9+yywAZ3FUYrWT7PVZyaxmBNe0YQ6uc6COOwRLVvYwo+W37t8TkooMU+MYw9h81sl44Seu\nl8QgZ7HMVBSzmakQ2wkAZVtEdq+IHnYmHrHOrx+Gt4wqopAoxAyY+KhWWlcqIpDrg943ia8UXOmQ\nRGK/ct2lwCmvFUulq2rBZQlkkega9v/uea+X582fctZJJQXTCyMC8rpLASAkG9H0jMSCZlMiqqba\nQOHKHflzG4v5z74f06/vD31jl2nJxg4WwD2ccPlVuPXlLwYbhmppsLVQeQa2sr9ut2TeaLXrRChr\nwMZZMoFmfKYLFyDfyjIWf71JQL0xnX4bItdCs0c6MANspHOQ379R09N99nx6wc+9LEnz1z6TxOYa\n5pTHrsdX73oYX73rYcTlGtuZQjtTmNJ6LJf1nHNX+wQgRWiIQe+F9+WGnn5YPeHc9qBYKL3w0gr4\n8S+LPmvqc488AICITmN5pAiOuebNJ+EFf/NdlIrQLTRIEVouZjNThKKymC401rczHLSuhalMwVhf\nzN1ZXtH8PJa54VIfh17vvAp6MmqPaRnkerYTASUAZTh0LfL7zIzyry9b0mSd2P9w0QE2f8q5uXNQ\nBti5XaCiEwTgQq0qudsB5bnrzuMWKg2uShGg6w4ETbWh1q0HdI5i01PCvuqmfwYpBeg6CdEOSSQ5\n+O0fw8/f9yZXw9Pivre9Bkd//PMjx3bC5VfhP3/rNJjCIJueRzVfoHXgDLJ2C6QU8pkKeZ7LWFtt\nuQbWgLSW7HSUQXSyyiTgnahfWw4bQCPjnOQYUYxmo51liBE1QeSSrYCqqC2qnV0w6wdV6FnupPlr\nX0lu9DWOj1OsnBtZk2Rl54qGduvp5XlHHxiO06ks9hR1sXRxe9eZ7Sce3ow1lM49VlzkVoqtG8u4\n8+HBbuPnHnmAc/NzsKguxOazTsY1bz4JVWlQlXWh967rNlQYOadlhnXPe9M1aRi9nYV61wF1wlGj\nb3rU3MO4ou6VK+C+Yoq4JxKLSSQEGoXPqxL65mtG7qpefHZICopbW5JSIQZUtdqgqWkURzy1sW/o\nX561oPJMeppbi10X9TVzAQA8+n0Xi2VyLyaYX/3qv+CEy69CMVui2N1B5VzptqyCOz1YcCvJumdj\n6vJOg7oHWek2FD5r1GmIxnF3Ry5zRM8UudODS91WgClBVRdkxm8dmlhdJMvmGqeMxItlxgGuILsX\nh8YCdz5c4AkHDS+vc+29u1C6ydPHfOZx73MLQNHALOvScCPBCJCWl77Q+yCME685M77zwB48+zEH\njPVZr3mzlNh40d/eGGptTmUKrUw6C0l7znp7C2fdHFJjc0gu0UB6NTtRXU5JjiUWTF/oPfRKBxrt\nLA+bHl74fjkjdepSzFZiP+NFpouzZGslSca62MuqBKsxLFJOmNJUG2yMxGI697lqz4Cm2sPd8aFH\neQsqr0BKjfy/HgvNcaybnqf901cBSB/19kbX2jLPJFu+LMQa67oKkY3HKwlSvm+5G7SbhKJxRnNu\nc1s4y6WW5bbqTzAKGf21pZOME5tVN4jd6pDHjfVZlxtp/tp3kthc43QrmZAMA+tyHZXoEfe4IkJu\nCTdunRuYAX3dT3fDMmNdrvG8ow8My7/0ox2YYgCZQq4AWBFWN22ba1g350rjeqXXmeoGjNIY3LRt\nLiyLXe+nHnMgvnpX3VP3a/fsxG8eu2HBz3raxTcEl/SVf3AiTrv4BuxW1KjFqSPxx0ywkNqevsYm\nML7rPJQ3GrCHci56p8PD9qVz0fsY06PWp69oIjEMLwypLfHjpJRY9LrzQNfVpMxaoG9fBn7OmX37\n26suDKLMdwAiAPbqi6APeTQoawULKQDoWzc33PJ80svk2FkLNNWGtgb5jAjBXRedC9XKoPO8EcN5\n5EcuwX1ve02wcN7z5t/FsZ/4h7E+702nSRb3ni17MHXQemxYPyMxoC52lFtteXaF6305JHL1N8m7\nuwEXdB7d1Hv3v5sjCVbKG7lC8b4b0UDLpwSch0QhOMtmeejjx/pcidVPcqOvcQaV+xE3sizvGoun\nHzY9tNRO3F+8l14XvGX0befP5S2p8T6+N/sgV/5vPf4gdCuDbmVQGtsQn8MwlYU18gCAf3nTM8M6\nreqkI+My0r17O2SMoxaaw6yafvteoRkvZ5blYjmN3e2MTTMZjpjJcNT6bHUJzeXZWzixCqAsFzHl\nXedFp35YCz7pZQOFJoBQR5OtCf3KAUBNz4il0BrnkpcHrIW+dXN97t6e60pDtbLapW7swBjOoz/+\neSnsrhVIK9zz5t8d67OyYbBzvzz6fRdj6tCDQd41FPWED98Ptyy404E6c3xYj/RoAuvdjmzlMt3j\nycwEl7nZcASqjUeiOviY1SU00/y1z6yiX7PEI8GLPJ/p7bHMOOXI9Qvu73t1K2J8+c6HpNwQi4Uw\nLm9UH7eu5yn71ev7MtW9AB3wnfzynQ/V2znl9+U7H0KuCL/1+IMGjnXzWScPXK6ddTNXBKX6x0tU\nWzf9MmBkGTnZLhKa8X6+BB25TkjeyvkIGhOtKNba5JpYJLKWE4a27m2uNOj5f7jgrqZTBLHG1gJX\nXQi14RCoDYfIBlUzxtDX4aTrr+ifmJSWbG+lQlcg73qd/bv3YOYNHwib3vXG34FuaWhXm9Mqi3vP\nfhXY2JFWzv+6+WvNBdYEtzzF2fc+lCDOxreqaV4i1bBShvJGYZmq3ewUxXfC3XT7JCAvRIeOenWQ\n5q99I1k21ziFS8jxIsu6uMVx81Be8aRD0K2kdmW3sihdgo0aEKOpyD+adTZ1n8CrE5O8ldGXaWps\nZzmIW8PyvrSMK27fgStu39G3/edu2Y7P3dLs6KUVoZVprGtpqKg3uk8SatzAczN5ZxDeYumtlvF+\n9eeT514rZ8r9WVyI6GAi2kxEP3bPA+9SiOg0IrqDiO4ionOj5ecT0c1E9H0i+porppxYREg7F7HS\nYtksi9HljnponflOsT66FpKNGNDefulxTKOu63HG7S5lPFJzU+l6fW+8n25JEXjdbkG3W8imW9DO\nGnrv2a/CfW97Td9Yd110bl/iUfehneJGN9ZZy9y5rK0taHGyUFz0vefRlyTkrZxAnxWUep5DolAi\nMYRk2VzDXHjDA2hlCi2tQkLOOLGPMX9701bpwsPSIUhaUDrhB0AZ61oMMayzDo4qWxRbN32NTp8p\n7hORSicyvUBW6OkqpCTx6B9++CA6lcVsUcFYRiuTbkif/v7PMV8Y7OlUOP7w9di4LseGdTnaPqEJ\n4r4vySJnAqzUD13ozr3XgumX9cZsKsj1CkN2qytm3L2zhFbA0etzrCqYYZefZeBcAF9n5guciDwX\nwP+ONyAiDeAiAC8AcD+AG4noK8z8QwAfYeZ3u+3eCuA9mHAXjkRN+aW/QHbgBomnLDqhoDmd/pax\njxEXYWdroaemXMxnpxZmWrvakl489vw/9oXhq0KEndLQrjSRNaZh3dStHNlMG4c+7TgUu+agWvIT\nbDoFbFGh6nRD4fet7/5j6DxDfuA66Y/uBPGDF7wVAJDPtIO7nqzM36qS/uhs2pKoVAHkrL4EgJUG\nUNZxnMPwdTtd2SNGXre87LFoxolC2Y67AVKoDj5m7L/BimB5zl8riiQ2E7U1b2/SqwF84ntbYCxj\nuuWTa2KXOADLsMpbKQk5mq7kYZgF/NOagL4UdrfcsG+H6c6ppa6msYyW20eRtKjcsC7HAe0M0y2N\ntlbIXGtOHz9ZF6OHuNHdeXpLj/aKzEHxmjGWpLZm33Kwq4W02h1Sy4YzAPy6e30JgH9Fj9gE8EwA\ndzHz3QBARJe5/X7IzLui7WYwfu5YYj8gFj0p9yN9yguwtWO76zqXnt94L2WLvMu5to6yiVpYOotn\nAx8nGVlBSUkspm7lMIVLLmrlIY4za0+Fc8phFUxegbRCOTtfH9paVLOdsJ+P8wQAU0jmuylKcdvn\ncFbMKCMfteufjWrcMI/8z+oEcmj16eI0SQPc04VIEoJsbflNnYISA0hic43y0e/8DNMt3XBh740b\n1wvNmFokkrSoVErEn2VA1RnWXtABTdE5jtbVvpQS6tjQxnovOCV9HJYIba1gVL0eANqZDuWMYoss\nIONUBCgrnZByLcf0HY4G/Zh593psxaxFaFRwhERkWur/sH4zswo1CwNNl+Ty4HBm3upe/xzAoGrT\njwHws+j9/QBO8m+I6IMAfh/ATgDPm9A4Ez10Lj1fRJe1IjSLDmxZIX9F773CYHrbSlJ08+ozuwGI\nhc82+noNxifj+OMpDdI2CM56uYhG1cqQR+ckpaRskk8qio5lyko6PIRzWSjfsci5zb0QjcfjRTJX\nJaCcZdN3EfJjVgNKqUWhBGIZVSCfwW56roO10cRlpK3uKhSby3T+WlEksbkG+dC/3TcwTvJ3n3zo\ngvteeMMDKCobkmr8caT/uUKXrbRgZLFqioBTQXD5df71oK9vaOMYZ6b36C+xxvYfM95OKbGmKhpe\nm9ILTBXc54ySfGa8TJpPfdQ61+lIaoIq6m+ryVzHefrPMMhC6/vCDzDMRgcbsS7Ry6FE9L3o/SeZ\n+ZP+DRFdC+DRA/Y7L37DzEw04A5gAZj5PADnEdE7AZwF4L17e4zE3mOKEkprmHkpj8bGonXmO8fa\nd8+n/lTEndYhUzyOqdTWuiLu7dqSqSJXuqoTb9hK2SFfSB4QoQkAKsuBNhoikIZ88X0byqw9FVzm\nplP0Cc/4OGwsTFFB5ZkvpSniryrAVe7EpQY/4wyo710pFk7VDAloiM1BbmKlwUqB8rK2cuqeEJ+o\ntSV35wBrkP/kOyiPe/bAz5pYmySxmRgqjAaxp1MFkektlbWF0wZ3tWHJsjYMV6icgoWzvjduislT\nj5E6ndfeuyuUHuoTndYLwXqZT2rqXQ6IiFToDxGIraJxBrpPTrIMwAJWyX6lm/B93Gnvb8YgkSnd\nk3qKwWsfi9qfqb+q4Ym1e3uQmZ8x/LR86rB1RLSNiDYx81Yi2gRg+4DNHgBwVPT+SLesl88DuBpJ\nbC4KbC2gdegzvjcdefy2dtCyQuIlJelIuUQgV7vTt7OMk22iBBz90reH45kvf7Q+TsSwOMngTm9J\n0hCAELsp81fz87GxYD36M7O1QfhaLziVF85u396C973CVolAZaAW3YPErxew1oTY2VXF5OavNUMS\nm2sc4wRgOaYPvV9gIlg6jeXm+gwoLQFQyDWCgPN+aMtoZH/74uxedA6rndk71HFaaoZse+/KH6Dz\n/HGV2yZXUof0Ow/sCRbJ0ls3LfXEqNYi2NcGreuXcugXX5paqPp99JoQnctysv4KgNcBuMA9Xzlg\nmxsBHE9Ex0JE5pkAXg0ARHQ8M//YbXcGgNsnPuIEdl/8LpCW5BvlhM/eiM1eODqGKUtYY0BKIfPl\nlIIVsMdN7QVnVcJWJYpLz0f7te8GAOiXvh3VFR8BUAtMGuSyhoupjO5edS6WQ1NUsKgFJyCiU/UK\n2Lh0kzUSm+njTSupBcrPeoWIYmNA2tZdlXrHFGJWvRh1LTvDdSobWfn1oKVlJxsT6pGuLpbl/LWi\nWNVik4hOA/BxABrAp5n5giUe0qLxV9+9HwBwzslHNpa//xv3BMukF4kA8MZnDvI09jNXGGSRVRNA\nnSDklp/9zMfgQ/92X1ieK0Zu67jIuMTQML70Iyld9IonHYLP3bI9xDeNaw0cJSb7xKmt3fEAYDVJ\nvCYBKrpGfr3PWK+X14fxmfOGpTuTuMyjMk+u9JMsgzte9EPjXn5/+zwsc18v+cR+5QIA/0hEbwBw\nH4BXAoArYfRpZj6dmSsiOgvANZB55DPMfJvfn4h+BXILdR9SJvp+Y8eHzwmvD3lHXWx954XvAACQ\nkQScCthry6aNYiApin20xsKUFQ465y8x/9n3h4LrKopt5FhoOXFXzbk+5UUdWOljQqdefR6qKz4y\n1KLpBUw8ft1uhSx1W1QwZRViMmNpqFoZlFaNY7M1oCqKO1VaLLLf/GzwI7ELBaDYnQ7UCVFeKLrP\nTUqBpqb7RWYsSJV2We++xqeFuumfYU98ycDPnVh7rFqxuUDJklWPd3d/+Fs/BYBgdYzjLM85+Uh8\n+Fs/7YvfHIU/TmUZf/6bx+E9196NViaTUBF1B/KvW5mCUQzLCla5+pvWxS0OOO2XfrQDr3jSIZgr\nDV73tMPw9z/YJudlO9DtDQy2DA5KNopDBXrd6kpRKLtUGkATowKQaRUslP78pReLUdZ4WOeuj2Xp\nt67cdmHsXrBqFYSnZRssnyE2n8az2K4klptlgJl3AHj+gOVbAJwevb8a4iLv3e7lEx3gGiaOofTC\n04s/QCx9B77lAuy++F3BlT4uvoPYQef8JR7+qz+B0gq2J9N7+vXvRfcLHwQZb5V0dTQjcebrWnqh\nacsKuy9+F9a/6c9RzXdl+8s+1LA89orOeNxecPpl3sJJWgWXeozPeB94vNIXtzcgrZth4D7udEyx\nCR+r6ffz6+KapCo6hx1iNV3hLLf5a6WxasUmRpQsWdJRLQLvufZuAGgIS6B2ff/prx8Tlr3juY/d\nq2MXxkJTbdn8wKmPw/u/cU84/gdOfRwA4L2/cSze/417MF9I7/NC2VDnMiTJUL9w9HihWbgJWCtC\nCScsbTMOclBm9yBi93tfbKe3epII4nAuF9kV75trAgwa1sr4HJalDmjHWGjbYxXVddiAikRrbPEU\nuC/bP5FYK/RaKn0Wt2fDOX8JAFj/pj9/RMfmSHA+9NH/Gd4f/PaP9Y3BFlUQdaRt4xhsbRCa8fhm\n3vAB7PnUn8KWFVT0MzvMAtsrNP17neewqnaz912XOIveFaeXupsibEnp0Nc9EFlp4+L0cakneW/r\neNUqShDqFZyRCCWlwmeg3njQxJpmNT3bPnMAAAbHSURBVIvNkSVLAICI/hjAHwPAUUfFOQArm65z\n/Xrhtz+JXe+euaJ/UvGCd0+nCpbP+Lk3mz0u5O7Z061w9jMfA0BKLQHNbkP+tR3YFpMb8aDxceO4\n0t7jWaKG8DQs4tjv/+qnPApfuO0XjTEPOrdhRmkYZWRT0ORjWNEIKcgV1ULTIAjxVdVRKAXYT4TV\nOIdt/8CbAQCHvecTEzl+ryV0kNUQAKpON2StA/2Z5L7vuelIFro/5s4L34ENZ38YplPggD/6MwD9\npZYWGh+ARk/1Ou5T9Vlx2Vq5JTYmWGdVXv+0x0K1deY7m279AdbHvu9pVYp102Xb9+9TRnGtkfhd\nTZbNNH/tM8SrzFXnIaLfAXAaM7/RvX8tgJOY+awh2/8CwCyABxdvlAtyKJbPeJbTWIA0nlFMeixH\nM/Oj9mYHIvoXyLj2Nw8y82kTOO6Kg4h2A7hjqccRsZy+E8DyGs9yGguw9sazV3NYmr/2ndVs2Ry3\nZAkAgJkfRUTfG1VGZbFZTuNZTmMB0nhGsZzG4lkrE+oSc8dy+rsvt/+Hy2k8y2ksQBrPQqT5a98Z\nt7PXSiSULCGiFqRkyVeWeEyJRCKRSCQSa4pVa9lcoGRJIpFIJBKJRGIRWLViExhesmQEn1x4k0Vl\nOY1nOY0FSOMZxXIaS2LxWG5/9zSe4SynsQBpPIkJs2oThBKJRCKRSCQSS89qjtlMJBKJRCKRSCwx\nSWxC2loS0R1EdBcRnbtEY7iXiG4hou8T0ffcsoOJaDMR/dg9HzTB83+GiLYT0a3RsqHnJ6J3uut1\nBxG9cJHG8z4iesBdo+8T0enRuomNh4iOIqJvEtEPieg2InqbW74k12fEeJbk+iSWnqWew9L8NdZ4\n0vw1ejxp/lrNMPOafkCSh34C4HEAWgB+AODJSzCOewEc2rPswwDOda/PBfAXEzz/fwdwIoBbFzo/\ngCe76zQF4Fh3/fQijOd9AP5kwLYTHQ+ATQBOdK/XA7jTnXNJrs+I8SzJ9UmPpX0shzkszV9jjSfN\nX6PHk+avVfxIls2orSUzFwB8W8vlwBkALnGvLwHw0kmdiJn/DcBDY57/DACXMXOXme8BcBfkOk56\nPMOY6HiYeSsz3+Re7wbwI0iHqiW5PiPGM4yJ/70SS8pyncPS/DUeaf5K89eqJ4nNwW0tR/3HnxQM\n4Foi+n8kLegA4HBm3upe/xzA4Ys8pmHnX8prdjYR3ezcVN7ts2jjIaJjAPwqgOuxDK5Pz3iAJb4+\niSVhOfx90/w1Hmn+Gj4eIM1fq5YkNpcPz2XmpwN4EYC3ENF/j1cyMwNRo+1FZqnP7/g/EFfh0wFs\nBfDRxTw5ER0A4HIA5zDzrnjdUlyfAeNZ0uuTWNOk+Wth0vw1ejxp/lrFJLG5l20tJwUzP+CetwP4\nJ4ibYBsRbQIA97x9kYc17PxLcs2YeRszG2a2AD6F2pUy8fEQUQ6ZGD/PzFe4xUt2fQaNZymvT2JJ\nWfK/b5q/FibNX6PHk+av1U0Sm8ugrSURzRDRev8awG8CuNWN43Vus9cBuHIxxzXi/F8BcCYRTRHR\nsQCOB3DDpAfjJ0bH/4Bco4mPh4gIwN8B+BEzfyxatSTXZ9h4lur6JJacJZ3D0vw1Hmn+Gj2eNH+t\ncpY6Q2k5PACcDsmI+wmA85bg/I+DZNv9AMBtfgwADgHwdQA/BnAtgIMnOIYvQlwXJSQm5g2jzg/g\nPHe97gDwokUaz6UAbgFwM2QC2rQY4wHwXIiL6WYA33eP05fq+owYz5Jcn/RY+sdSzmFp/hp7PGn+\nGj2eNH+t4kfqIJRIJBKJRCKRmBjJjZ5IJBKJRCKRmBhJbCYSiUQikUgkJkYSm4lEIpFIJBKJiZHE\nZiKRSCQSiURiYiSxmUgkEolEIpGYGElsJhKJRCKRSCQmRhKbiUQikUgkEomJkcRmYtlBRL9GRDcT\nUdt1J7mNiE5Y6nElEonEOKQ5LJFokoq6J5YlRPRnANoApgHcz8wfWuIhJRKJxNikOSyRqEliM7Es\ncT2ebwTQAfBsZjZLPKREIpEYmzSHJRI1yY2eWK4cAuAAAOsh1oFEIpFYSaQ5LJFwJMtmYllCRF8B\ncBmAYwFsYuazlnhIiUQiMTZpDkskarKlHkAi0QsR/T6Akpm/QEQawHeI6DeY+RtLPbZEIpFYiDSH\nJRJNkmUzkUgkEolEIjExUsxmIpFIJBKJRGJiJLGZSCQSiUQikZgYSWwmEolEIpFIJCZGEpuJRCKR\nSCQSiYmRxGYikUgkEolEYmIksZlIJBKJRCKRmBhJbCYSiUQikUgkJkYSm4lEIpFIJBKJifH/AVwB\njH9OdFZkAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "SN005T.sossheig.isel(time_counter = 47).plot(ax=ax1)\n", "SS005T.sossheig.isel(time_counter = 47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 100, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 100, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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38f6BYpMPAu8RkX9PmAx0F/DJbn6rrRgla4ZyiB1xmjuF+8sPEI0fgmP3onEF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fKStAjEuvT7m6L/1D96nWuzvCHvuEoIWHWgJJ8FX+EjiANLH2Yn/dK8aD1akFihU71/qodvmy+j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\nKyR1Pn5hGxOc2rPqU0a+ZWJEM3Iokg+QN76E2dwhuXI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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figs,(ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "SN005V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax1)\n", "SS005V.vomecrty.isel(depthv = 0,time_counter = 47).plot(ax = ax2)" ] }, { "cell_type": "code", "execution_count": 299, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SN005V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunN0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS005V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunS0.1/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "\n", "vgrid01 = SN005V2.variables['vomecrty']\n", "zlevels01 = SN005V2.variables['depthv']\n", "timesteps01 = SN005V2.variables['time_counter']\n", "\n", "vgrid02 = SS005V2.variables['vomecrty']\n", "zlevels02 = SS005V2.variables['depthv']\n", "timesteps02 = SS005V2.variables['time_counter']\n", "\n", "density7 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN005T.vosaline.isel(y=350,time_counter=47).values,\n", " SN005T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density8 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS005T.vosaline.isel(y=350,time_counter=47).values,\n", " SS005T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density7 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density7)\n", "masked_density8 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density8)" ] }, { "cell_type": "code", "execution_count": 344, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 344, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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PnYzuBgczbto0Vv76K39fuZKgS/Lo775j/Jdf0rV9e6e/9/PUmTO07NqV0sWLs3DGDF4u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\nLwmncBpXI7KbXuU2QxL6778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bdOnSL9ntdu3axIkTh+jR43O7rXK+lC8fbd95x9bhuJxC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\ngg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(SN005V2, t)\n", "\n", "vgrid_tzyx01 = np.ma.masked_values(vgrid01[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels01[:zmax], vgrid_tzyx01,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density7,colors='black')\n", "ax1.set_xlim((10,84))\n", "ax1.set_ylim((50,1))\n", "\n", "vgrid_tzyx02 = np.ma.masked_values(vgrid02[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels02[:zmax], vgrid_tzyx02,\n", " cmap=cmap, vmin=-0.36, vmax=0.25,\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density8,colors='black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "code", "execution_count": 302, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density7a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN005T.vosaline.isel(y=180,time_counter=47).values,\n", " SN005T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density8a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS005T.vosaline.isel(y=180,time_counter=47).values,\n", " SS005T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density7a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density7a)\n", "masked_density8a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density8a)" ] }, { "cell_type": "code", "execution_count": 346, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 346, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Orb28cHdwwJCczIigILPs09XZmbAmTTDExxOflMTl1FSub9GCHuHhTF2yhNlr1/LKsGFm\nOVZZtNZ8s2kTcYmJxdbd3KYNPdu3r5I4hJXIVZ0QQlhERZ95K+hqSgoz5s8n+dKlQsszMjP5/qef\nOPDnn4WWe3p4sH7RIvwbNKj0sUXN5ODgwMqVf3DlyiV27dpOSspV2rfvZZZ9G2JiCG7aFB9vb5O3\nuXDhPCtXLua++x7Gw8PDLHFUV0opR+BToDdwHNihlFqmtT5QoNl54EmgaAafCUzUWkcrpWoBBqXU\n2iLblpskneXg5OBA+9q1MVSkp7MUkcHBLN6yBUN8fM73ISE09fOjb8eOzFq3jpeGDsWpgg9LZ2Vl\noU1ol56ZyWOff86cDRuMrnd2cmLvtGm0rECyrXVOBOWpTCaE2RRNpjt1koIoQlSUHb53srKy8s9D\nZXF0dLTIuUprTVZWFkqpQsVPtNbFjpcX7x+7dvHGtGlkZGTwyP338+a0aUTv3Wt0/5Hh4cx4912a\nNvrnObuWwcE0amiuh4FETVWvni/16vmyaNEcHBwcCAvrXmh9RW+oGGJiuL5jx3Jts2TJ16SlpTF8\n+JgKHbOG6QzEa60PAyilFgIDgfzEUWt9GjitlLqj4IZa6yTI+cVqrS8rpQ4CDQtuWxGSdJZTpLc3\nc44fJ1trHMx0YooIDmbGmjUs2boVV2dn2uSeNMb06cPdU6fyk8HAgM6dy73fbYcO0e3FF8ko8DxH\nWV657z5eHjq00Enw9MWLtHzsMZ6IimL1q6+W64R84tw5Bk+diqODA9/95z8E1K1brtcghBBCVNSG\nDT8xatQAsrKyTGp/990j+Pjjr80aw9GjCfR7+F/EHDiAg4MDTz38MK899xyPvfACv23fzndRUXTK\nHUk0/euveXrKFK5duwZAA19fnJycGDxmDF6eniyfM4c7ehXvaZKbusLSfvttHe3bd8LLq06l93Xu\n0iWOHT/OY6NGmbyN1pp586Lo2LEzbdvKyLtcvkqpgncCo7TWUblfNwT+LrDuOHB9eQ+glGoKdAS2\nVzDGfJJ0llOEtzefHjvGn1ev0srLyyz7jAwJAeDH7duJCA7G2Snn1zKgc2f8fHyYsWZNhZLOaStW\n4OnqysShQ01q37lFC/oYuevkV6cO/x0+nCejonho2jQa1a/P+DvuoH6RIRFaa6JWryYhKeeulwbm\n//orl1NTyc7OpvOzz3Jv167knRpbNGzIQ717y8lSCCGERcyY8SG+vg0YNeqxMtsaDFv5/vsFvPji\nVAICKtZDmJmZyVdffUZS0nEg55m4RYu+RKGZMmECh//6iw+iopi9cCGXLl+mfr16dL3zTsYOH87J\n06dZtHw5vbt1o1uXLtSvV48Rd9+No4MD3y5bRueOHWkdGlqhuISojMuXc4bXPv74f8yyv+iEBCCn\nh95UO3Zs4c8/D/C//80ySwxVysMDyvnsqklWrDirtbbYs1FKKS9gCfC01vpSWe3LIklnOUX6+AAQ\nnZxstqQzrEkTnBwdyczKIjI4OH+5s5MTD/bqxdtLl3L87FmCfH1N3ufZS5dYsmUL4267jZdMTDpL\n8+htt7Fyxw4W/vYb1zIy2Hv0KEtffLFQm282bWLcZ5/h6uyc3wvczM+PNa++SmZWFve++y6frlwJ\nQLbWpGVk4OPpyeCbbqp0fEIIIURBf/11hE2b1jJhwhSefvqlMtsfO3aYG24IZuHC2TzzzMsVOubc\nuV8wefJTuLm5Qe4t1tDQ1iz94mNCmjUD4ObOnXnr44/56oMPuPG66xj++OPMmD8fR0dHnh03jqmT\nJhWbf7C8FT7tws6dMGCAtaMQJtiw4SeysrLo2tVMz3PmJp0RYWEmbzN/fhReXrUYOLDy17Q1xAmg\n4Lw2QbnLTKKUciYn4ZyvtV5qjoAk6SynNl5euOYWExpmpmcl3FxcaNe4MbuPHCmUdAI83KcPby1e\nzOx165h8770m73Puhg2kZ2Yypk8fs8To5OjIz6++CsBb333Hi19/zeroaPrm3rm5lJLCs19+SaeQ\nELa9+67RCXsPff55/teZWVlEPvMME2bN4rbISDzd3MwSp6jGpNCRzVJK9QM+AhyBmVrrqUXWtwK+\nBCKASVrr9wqsewZ4mJzBEXuBB7TW16oqdlF9ffPNLJRSJs/n16RJc7p27cWCBTN58skXyz3x/Nmz\np3nnnZfo2rUXCxeuKTSKp+Bzb2NHjGDsiBH536/99ttyHUeIqnT8+DEmTRpPaGhrrrvuJnKLzgKV\neJ4zPp7m/v7Uye3IKcvFixdYvnwRQ4aMxsPDs0LHrIF2AKFKqWbkJJv3AiZVJlU5H16zgINa6/fN\nFZAkneXknFdM6OJFs+43MiSE3UeOEFEk6Wzu70/vDh34bNUqTl+8SJeWLRlx660l7ue7zZv5dd8+\nfvzjD25o1Yp2TZqYNU6ACYMG8eX69Tzy2Wf0z00EDh4/zskLF/jhRdNO1E6Ojnw6bhxdn3+eyfPn\n896DD5Y8zFYKvwhrscRwmGqmMhXylFINc5e30VqnKqUWkXNi/KoqYhfV09KlC9i5cwvLln1Ljx63\n07Ch6ZPYjxgxlkceGcLGjavp2fN2k7bZtm0Ty5YtYv/+3aSmpvD66x/b9GMje/bv56MFb+YXV3Jw\ncGDUqMcIDW2V3+aXX35m7doVAJw7J1O3VYXud9/N7v376dC2rbVDKeSZZx4gIyOd2bN/wMXFBajc\nPWCtNTvj47nOyFDxAJJIIqDY8qVL53Pt2jWGDx9b8QPXMFrrTKXUeGA1OTeEZ2ut9yulxuWu/0Ip\n5Q/sBGoD2Uqpp4E2QDhwP7BXKbU7d5cvaq1XVSYmSTorINTTky0XLph1n4NvvJG4xESjSeJzd97J\n/R98wNcbN/LpqlW4ODsz5Oabi7VbsWMHQ955h1ru7ri7uPDvu+4ya4x5XJ2dmTF+PCM/+ICFv/2W\nv/zloUPp3KKFyfu5uU0bxvbty/s//khKWhofjhmDq7OzJUIWQlhOhSvk5XIC3JVSGYAHUHzOJmF9\ndnLjz2DYxvjxw/HyqoWHhyfjxk0s1/Z9+w4kICCIt99+ie7d+5Z5E/Xgwb0MH34bAO7uHrz44tRC\nyZstmvjqq2zavh0vr5y5xy9dusipU4nMmLEYyHkudcKEB0lOvoC7e06vUmBgI4KDTT+/i4rp0LYt\nw+6809phFPLWW5+TmPi32X7/c/bs4ejp07x4zz0mtddaM39+FOHhkYSFla/abU2XmySuKrLsiwJf\nnyRn2G1RmwGz3zmTpLMCHCywz36RkfSLjDS6rnfHjpycO5f0jAxunTSJBz76iItXruDh+s/kvOmZ\nmUyYPZuOzZvz+9tv4+5a+Yl7S3NLu3Ycm1X5h7k/f/RR6nh58faSJcxat442jRrxySOPcHObNmaI\nUtg16WW0JRapkKe1PqGUeg/4C0gF1mit15gjYGH7zP0Wz8rKYtKk8fj7B7Jp0yG8vGqVex8uLi5M\nnvwejz56L/PmRTFq1KPF2qSkXGXjxtWkpFzl/fdfpXZtb37+2YCfX/EeGluTcPQo6zdv5t///m/+\nc66vvvoss2Z9xOnTJ2nQwJ9161Zy6lQSs2f/QL9+A60ccc2xcckSa4dgVEhIS0JCWpplX0eOHOHJ\nn3+me1gYD/XubdI20dHbOXhwL+++G1V2Y2HTJOm0Iy7Ozix+/nmuf/ZZHvnss2Lr/Xx8+P7FFy2e\ncJqTg4MDU0eNokd4OBv37mXR5s30e+UVfn7lFUk8hSgvT0/LPPtqoQp5Sqk65PSKNgMuAt8ppUZo\nreeZ+1ii+ps1axoxMQY+/XRBhRLOPP/61xDmzZvO1KkvsmvXH4XWpaensWHDKi5dypmv283NjW+/\nXW8XCSfAzAULcHR0ZOjQB/KXDR8+hunT/8e3337FE088z/z5Ufj5BdCrl7GBCUJUXFxcHHXd3fnq\nqadwcDCtC2fevCg8PDwZOND0uibCNknSaWcC6tbl0Oefk3juXLF1/nXq4OXuboWoKq9Px4706diR\nJ/r359ZJk+gzeTLj77iD0T174uLkRNPsbJxM/IASQlSpylTI6wUc0VqfAVBKLQVuBCTpFCbLzs7m\nvfem8OGHr9Oz5+0MGlS5i1OlFG+++RmPPz6M33/fUGxdjx63M2LEWAICgvDxqUudOpabfzotLY3s\n7GzcTTi3nzl3juRL/8xq4Fe/PrUKVNlPT09n9sKF9O/Vi4gAh/wSMCEhLenSpRvffDOTG2/szoYN\nP/HUU5NwcpJLRFFc3n3NihQR6tOnD3Hjx+PcoEGZbc+cOcW5c2dYtuxb7rpreKVuJAnbIJ8odsjD\n1ZWQwEBrh1EhWmt2xMVx9do1GtarR4siFYAD6tZl45tv8uzs2bz3ww+8+/33AEQEBLBs6FAa1q5t\njbCFECWrcIU8cobVdlFKeZAzvLYnOUUNhDBJSspVnnpqFCtXLuG++x7irbc+M0sRn9DQVqxZE22G\nCCvuUFwcA0aP5tq1ayz76is6ljC9hNaaabNmMeGVV8jOzs5fXsfHh8VRUfTIrQGxfO1aTp89W6hy\nbp4RI8YyfvwIBgy4AQcHB+677yHLvChR4zmbUGwyNnY/vXq1JysrC8j5+yzJP8mvfYw2qMkk6RT5\nYo4cYebatZw0UiSpcf36jOnTh5ZBxp43LtlfZ84wa+1aFHDPzTczef58lm7dCuQMrZ379NMM7969\n0Db+deowb+JEJt97L3/8+Sfnr1zhpTlzuG7mTH4ZOZKW5ZivVAhhWZWpkKe13q6UWgxEA5nALkAe\n3BGFGBsx/uGHr3PwYAyHDu0jPv4QL7/8LuPGTbTpqrHlsT06mr7DhuHq4oKLszM3DxrE7T17UtvL\ni//++98E+vvnt31myhQ+mjmTgX37Mrh/fyCn9/ftTz+l77BhzPnwQ4bddRdR8+bRKDCQvkXOuQCD\nBt2Hm5s7qakpNGzYmEaNmlbRKxWiuLlzv8DR0ZH33puJn18g7dsbf7qjolO2COuQpLMk1WxOwOzs\nbB6cNo0VO3YYXa+B85cv4+biQjM/v8LrtOaH7dv53w8/ULdWLdycnfl47FjuuvFGo/v6JSaGB6ZN\n40pqKheuXs3fx6sLF+Lk6MhbI0fSpWVLXlu4kJEffsjhkyfp1q4dN7RsiUuB6rUtGjbM7wnt4ejI\nLXPmMHbFCjaOGlVtLiyEqA4qUSEPrfUUYIpFAxTVSlLSCd5552X8/QPx9fXjyy9/pE+fAdYOy2wy\nMjJ44Jln8Kldm41LluDq4sLY555jf2wsCceOcf7iRb6fPRuAtb/+ykczZ/L46NFMe/31Qs/JDerX\nj9tHjODRF16geZMmrN20iSkTJhityOvg4MDtt1um4r0Q5ZGSksLSpfO4447BDB062trhCDOSpLOG\neHXhQuZs2MCQm2+mfglDVIMDAhjVowd1axUfN3/qwgW+2rCBv8+c4bcDB7j/gw8ICQggvFmzQu2O\nnT7NPW+/TR0vL+7t2pUGPj6M6tGD7OxsFm/Zwi3t2uVPq3JdaCh3vvkmkxcsAHLmKv1x0iQa1qtX\n7PjtGjTgzR49GLdyJd/s28ewEoYZCWFR1exmlBD2aP36lQB8880aWra0rTkNzWHarFkcjItj2Vdf\n0bRRzuPSy+fOBWDqxx/zwltv8fMvv9Djppt44qWXCG7alPcmTy5WmKV2rVrMfv992vXoQb/hw1FK\n8eC9UoxFWE9KSgpf7tjBoxERJRYSWrlyMcnJF0sdUgvSy2mPJOmsoLxJlU1x6soVXv7kE94ePZo6\nBR7qN2b+xo18s2lTseUNvL354rHHCvUEliQrK4vHp0/n+NmzOd9nZ/NzdDSje/Zk9pNPVqiX0K9O\nHf5z990AJJ0/T+SECfR79VUimjcv1O7A33+TkZXFysmTiz2v+VyReUM93dxY/eqrnDh3jg0xMTw+\nfTqdJ07k97ffpmmR3laAhzt2ZEZ0NM+uXUuv5s1p4OlZ7tchhBDCvq1Zs5xGjZrSokXZFc6PHIln\n6tRJpKZeNWnft99+N/fe+0DZDQtYsWIxixZ9VWobV9JM3t/GLVu4o1cvBvTpU2zdM2PHMvvbb3ng\nmWdo2qgRsQkJrPz6a9zc3Izuq0VwMBMfeYSpn3xC/169aFTkvCyEWezcCQPKHm2wZMkSxv/0E45K\nMW7cuEID5CFKAAAgAElEQVTrvvn+e+Z//z3R+w/SvHkLunTpZqlohZVI0lkBvi4unEpLI9PEiqrT\n/viDGZs3ExoYWCzxKig9I4NnZs3CQSmCCjy3mJaRwcqdO+kXGcmQ3IIApVm9axfTf/6ZNo0a5U+f\nMvyWW/j80UfNMiw1oG5dfpw0iYmzZnHy4sVC6/x8fJj+2GPFEs6SqNzXOrJHDzo0a0aniRP5cNky\nPhwzpnDDTp1w3LmT6XfcQdevvqLH3Ln8MnIk9SXxFEKIGuPMmVNs3PgzDz30VJnnM601Eyc+REyM\ngZCQVmXu+9SpRHbs+J2BA+81qVos5NzknTLlGdLT02jYsLHRNs5kmLSvPDd26sQnb7xhdJ2rqytz\nPvyQZ197jbT0dF544glu79mz1P299PTTxB05wrNFLvKFqGojRozg4yeeICo6moJ/jenp6Tw9ZQpK\nKfwDm/DYY/8u9f0tvZz2SZLOCojw9iY1O5tDV67QroxqqhlZWczevRuAGWvW8Oydd5b4Rvpx+3bO\nJCezasoUbouMzF+elZVF8COPELV6tUlJZ9Tq1TTw9mbXhx+a1DNaEdeFhrJp6lSz7jO8WTPuuuEG\n5v7yC1NHjcLNxaVYm8jAQFbcdx/9v/mGvvPns/XBB3GVsu5CCFEjLFz4JZmZmQwb9nCZbX/4YSHb\ntm3inXemlzlUD2DLlo0MHnwrK1cuZvDg+02K55dffiYp6TgzZizmjjvuNtrG3BfIN3TqxO/Llpnc\n3tPDg8UzZpg1BlGzVfRvWinF3QEBPH/oECfOnSOveyKvsvLKr7+mY8/i1ZVF9SATH1ZApLc3AIbk\n5DLbroiL4+SVKwy5+WbiEhP5dd++EttGrV5N4/r16dOhQ6Hljo6OPNy7N+v37CEhqfQ3+olz51ix\nYwcP9OplsYTTksb26cOFK1dYsmVLiW16NGvGwrvvZtfJk7zx229VGJ0QQghriYs7yLRpb9C1ay9C\nQ0vvuTx+/BivvTaR8PBIk6f/uOGGW2jePJR580wvoDxvXhT16/vRp8+/TN5GiJpsQO7jU7e98gq3\njxjBzj17Sq2sXJT0ctov6SKqgBZeXng6OmJITmZUo0alto0yGGhYqxaznniCNbt28d7335OZO+9Q\nQRevXmXdnj28NmyY0cpyD/TqxSvffMMbixYx7JZbSjze99u2kZWdzcO9e5f/hdmA7mFhhAQEMP3n\nn4tNpVLQv1q2ZGR4OG9u3sygVq2ICJD5mSqsU6ec5zFqkpJec0QERFt3bj4hRHGXLiXzwAODcHf3\n4IMPviy17Y4dW3jooTtJT0/jnXeijJ5TjVFKMWzYGF5//d/ExR0kNLS10XZaa/bs2cnJk4msW7eC\nxx77N852eJNXCLMo5/VDay8vxkZEcCgtjV379tH1zju5du0ar0ycaPJ7VdgnSTorwFEpOtSuXWZP\n57GLF1mdkMBLXbvi5e7O6J49+XDZMlaW8AZ1dnLigV69jK5rWK8eA6+/ni/Xr+fL9etLPW7vDh0I\nCQw07cXYGAcHB8b06cN/5szh0PHjtCplXtAP+/ZlzeHDPLd2LetHjqzCKIUQogbYudNmKjZ//PFb\nHDuWwHffbSAwsOTzwpIl85g48SECAxsxZ86vZfaIFjVkyCjeffdlHn30Xr76ahlBQU0KrU9PT2fS\npPHMn58zXNXR0dGkob5CiBxKKab37w+dOnH64kXu+vhjdsbEmFRZWXo57ZsknRUU6e3NzL//Jktr\nSrovM2vXLgAejogA4K2RI7nnppvILqHyrZ+PT6ECQkV9+dRTPDNwYJmxtWtsvJiBvRjVoweT5s1j\nxurV/O+hkodF1XF3Z/x11/HSL78Qd+4coUamWhFCCFEJNpB4pqens3DhbPr0+VepFS1nzvyIyZOf\n5sYbuxMVtZi6dct/TvD1bcCXXy7jkUfuoU+fjjRtGlJo/YUL5zh27DCPP/4fevXqT926vjRtGlzu\n4whhr8yZ+DXw8eGXxYs5c+4cgf7++ftPovjoNUk47Z8knRUU6ePDtKNHOXTlCsZmCcvMzmbW7t30\nCwmhce4zoG4uLtzY2vhwHVPU9vDg5jZll4i3d3516jDo+uuZs2EDb44ciWspw5Ye6NCBKRs3MnPX\nLt4uoZdYCCGE/Vq9+kfOnTtTajGgY8cO88Yb/6F37wHMmLEYFyOF6EzVvXsfVqzYxrvvTiYlpfBU\nK/Xq1ec//3mDQYNkvkshzMHZ2Tk/4SyJJJzVgySdFVSwmJCxpHNVXByJly/z6W23VW1g1cTYvn1Z\nvGUL32/dyr3dSr6zHVirFgNatOCrPXv476234iLPA1SMjQyhE0KIoubNiyIoqAndupVcq2DKlGdw\ndHTirbc+q1TCmSc0tDVRUd9Vej9CiMqRhLP6sJmkU2vNAx99xL1du9KvwHQhlpINtPv1V0hNzV/m\nBiz08SHEhCk4Wnl54eHoyLMHDvDOiRPF1p+8coUALy/uCA01Y9Q1R8/27Wnm58djX3zB64sWAeCc\nns70O+6gc5E5QMdERPBDbCzfHzrE0LbGbgEIe7D04EEm//orvs7OrOzcGZmBVQhx9OhefvttHc89\n91qxIiPnzp3hgQcGkZx8gbi4g0ya9Hapz3sKYcv+On6cUU8/zZlz52gUGMiyr76q0QWqJNmsfmxm\nypTjZ88yZ8MG5mzYUPmd5T5DWZI7/f0ZEhBAK09PWjk65v/bm5nJtJQUkw7hqBRvtmxJt+BgWvn6\nFvvXvWlTpvXrh7P0vFWIg4MDH40ZQ4/wcFoFBdEqKIjDFy7wrpGpVPoGBxNaty5vbd5c4vOywvZ5\nu7rSwMWFX8+fZ/vFi9YORwhhZVevJjN16t3Ur+/H/fc/Umz9ggWz2LlzC8HBLXnkkYmMGfO0FaIU\nwjyenjKF7dHR+NSuzc+//ML+2Fhrh2Q1knBWTzbT02lISCj0vyVFeHvzbcHe1NxqssMuXuTr1FTe\nrlULdxP281Tz5jxVRoIrKm5A584M6Nw5//uJs2YxbflyTl25gp+XV/5yRwcHXuralVE//siy2FgG\ntSpftUJhG3o2b077yEjqr1mDITmZHtYOSAhhNcePH2L69Cc4deoIixdvwNe3QaH12dnZLFgwgxtu\nuIXZs7+3UpRCmMfqjRv5/qefePOFF7j79ttp2bUrhpgYOrRrZ+3QLM8GipWJqmEzPZ3RuclmXGIi\nyVevltHaMsa4u3NRaxZfu1Z24/Ikm/JmMosxffuSmZ3NV3v2FFs3LCyMkLp1eXXTJrT0dtotXxcX\nGru7lzkdkRCiekpNvcI77wzlscdas3//JsaN+4zrr+9arN3mzRs4duwww4eXXFxICHuxbPVqQps3\nZ8LYsYQ0a0YtLy8Me/daOywhzMpmkk5DQgJKKQB2HT5slRi6u7gQ4uhIlIlDbEXVahUURLfGjZkR\nHV1sGK1Tbm/n7pMn+e7AAStFKMwh0tsbgwyvFaLGOXPmb55//ma2bFnM0KEvM3v23/TtO8Zo2/nz\no6hTpy63335XFUdZfcgQRtvxyZtvsuXHH3F1dcXBwYGIsDAMMTHWDss+7NyZP2JR2DabSDq11hji\n4+nbsSMAhvh4q8ShlGKshwebMzI4cPmyVWIQpRsTEUHChQv8cuRIsXUjwsII9/PjP+vXcy0z0wrR\nCXOI9PYmPiWFZFNGHAghqoVDh7YxceJ1nDp1hMmTVzF8+Gv4+DQw2vbs2dP8/PMPDB48Ejc3tyqO\nVAjzU0rhW2Cu8cjwcPYcOEBGRoYVoxLCvMpMOpVSs5VSp5VS+wosq6uUWquUisv9v05lgkhMTOTU\nxYvcFhlJkK9vlTzXWZJRbm44AzP++qvsxvI8Z5Ub3KYNddzcmLFrV7F1jg4OfNCnD0cvXuTDbdus\nEJ0wh7zpiKKT5C68EDVBbOx2Jk3qjpubJ++8s5WIiL6ltl+0aA4ZGRkMH268F1QIexcZFkZaWhoH\n4+KsHYoQZmNKT+dXQL8iy54H1mutQ4H1ud9XmMFgACAyOJjI4GCrJp0NHB25MyCAucePcy0ry2px\nCOPcnJwY2b49Sw8e5IyRZ397NGvGv1q04M3Nm7mclmaFCEVl5c+Bm5d0yjPRQlRbWVlZfP75o9Su\n7cu7726jceM2pbbXWrNgwQw6d76ZFi1KbyuEvYoMDweo3kNsCw6JleGxNUKZSafWehNwvsjigcCc\n3K/nAIMqE4TBYMDBwYEOzZsTGRzMnydOcKkqn6ssclE7tkkTzmdksPTkyaqLQZimUyfGdOxIRnY2\nc4wUFAJ4/qabuJyezsL9+6s4OGEO9V1daeTmRrS8/4So9lavns7hw7t48MH/4e1dv9j6ovectm79\nlcOH4xgxQgoIieortHnznGJCMTGSkJVGfjZ2paLPdPpprfPGvp0E/CoTxO7du2nZsCGebm5EhoTk\nLLNSMSGAW+vVI9jDg6/+/ttqMYiStW3QgJsaNeL59evxeust/rNuXaH1XYKCaNegAZ/u2CHzdhaR\nlHSC7ds3WzuMMkV6e8vwWiGquZSUy8yb9xLh4T24+eYhJm0zb14U3t4+3HHHYAtHJ4T1ODg40LFd\nOz6fO5dOEyZYOxzLkaSxRql0ISGdMz9FiVf2SqmxSqmdSqmdZ86cMdrm8uXL+NaqBUBEcDBQNfN1\nFpJ3O7VTJxyUol2tWpxOT6/aGITJPrntNp7p0oVwPz8+2bGjUNEZpRQv3HQTe06dYpaRZz9rsgkT\nHuSJJ0aQnZ1t7VBK5eviwmV5/wlhMaacm/NZ6MLwt98WcuXKBUaMeD2/en1pzp07y6pVS7jrrhG4\nu5sym7YQ9mvqiy/yzJgxDLnpJmuHUjUkAa32Kpp0nlJKBQDk/n+6pIZa6yitdSetdaf69YsPnSnK\nv04dAuvWtU4FW3l2zG508Pfn3d69+ahvX1IyMliwb1+h9fe1a0f3Jk2YsGYNf544YaUobc+wYQ9z\n/Pgx1m7aZO1QhBBWVN5zsyWsXh1FkyZhtGzZxaT2ixfPJT09XYbWihrhhk6deG/KFP59993WDkUI\ns6ho0rkMGJX79SjgR/OEkyMyJMSqxYSE/egUGEgHf3+ioqPRBYbSKqWYO2gQro6ODJ46lRSZexWA\nvn0HUq9efaLmzbN2KKXz9bV2BEIIC0pMjCY+fid9+441qZdTa838+TOIjLyB1q3DqiBC85C5MEWl\n1ITev5rwGgVg2pQp3wBbgZZKqeNKqYeAqUBvpVQc0Cv3e7OJDA4m9sQJLkuiIMqglGJMx47sPnmS\np1ev5n9bt5KaO69VI29v5t15J/v++oumTZsybdo0K0drfS4uLgwZMppla9aQdOqUtcMRQtRQ0dEz\ncHFxo3v3ESa1/+OPzcTHH5JpUoQQwk6ZUr32Pq11gNbaWWsdpLWepbU+p7XuqbUO1Vr30loXrW5b\nKZEhIWit2XP0qDl3K6qLIsOgh4eF0djbm0937ODZtWsZt3Jlfq9nv5AQ1rz6Kt27d8fDw8Ma0dqc\ne+4ZSWZmJj//8ou1QxFC1FCxscu4/vqBeHn5mNR+3rwoatWqzb/+ZVrBISGEHZJez2qt0oWELCEy\nr5iQNZ7rNDd5TtTivN3cOPbUU2S+/DJTunVjbkwMH27fnp949urQgUWLFvHwww9bOVLb0KJFG7w8\nPav3/F9CCJt1+fJJLl9OpEUL057lvHDhPCtWfMddd43Aw8PTwtEJYSNsJAGTIeLCXGwy6QyoW5cA\nPz95rlOU2+RbbmFAixZMWLOG8OnTWXLwoLVDsjl5pdgNe/daOxQhRA2UlGQAICQk0qT2S5Z8TVpa\nmhQQEsLKJAEVleFk7QBKEhkWhiE21qoxZGrNufR06jo7m1TooBjp5axyDkrx3eDBzN+7lw+3b2fw\nd98xSSme6tIFDw8PPD3lLjlAZHg407/+mszMTJycbPZjoPLkPSiEzUlKigYUzZp1MLo+KyuLq1cv\nAHDuXM7Q2o4dO9O2bfsqjLJmCCCJJAJMbp+cfJHMzMwy22Vlld1GlMJGejmtYudOOXdXUzbZ0wk5\nF8WHTpzgaoH5F6uSs4MD+y9fxnfNGl6Li7NKDKJiXJ2ceLBjR3aOGcPDHTvyxqJFNGjQgKlTzVrv\nyq5FhoeTeu0a+w4dsnYoQohqIiO3iBuUfpM2MdFAvXot8PCoZXT9228PZsSI+owYUZ+wsPr8+ecB\nhg2TAkLWtnTpAlq3rkNYWP0y/x09moCzs7O1QxZmYvEezpqcZNcgNtvFERkeTnZ2NrsPH+amNm2q\n/Pivt2zJLXXr8vHRo6w/e5YpLVqUbwdyl8bqXBwdierfnwG3385f/v50kt9Jvh65k03/9MsvdGjX\nzsrRCCGqg7i4A3h6+uDpWfq8n0lJBpo06WZ0XXZ2Nnv2rCc8vAddutxJ48bg5ubOPfeMtETIohw2\nb16Pt7cPzz33X5Pa9+hxm4UjElZnqWRRejurJZtOOgEMCQlWSTpbennR0suLQ1euMOf4cbK1xqEi\nQ2yFVSml+Nf118OAAdYOxaYE+vsTGR7O8jVreOGJJ6wdjhCiGoiJMRAcHFHq4yhXrpzm0qXjBAQY\nf54zKSme1NTLdOs2jD59HpLrThsSE2OgQ4fOPPjgeGuHUv0UTLKk1890nTrJz8uO2Obw2k6dCPDz\nw8/Hh2grFxOK9PHhSlYWcVev/rMwIqL0jeQsKexA/1692BYdzdlz56wdihDCBm07dIgFv/5qUtv0\n9HQOHowhOLjk4kAREf8UEQoMNN4uISEaML3IkKga165d488/9xMeLr8Xi5HkSVRztpl0ktNDFRkS\nYvUKtpHe3gAYkpOtGocoQhL7ShvQpw9aa1Zt2GDtUIQQNmjWunWMnz49f/qp0uyPjSU9PZ3g4NJv\nyiYm5iSd/v4dja5PSDDg7OxK48Ztyx+wsJhDh/aSmZkpSWcNZtbnOqOjzbcvYTdsNumEnPk6D/z9\nNylpaVaLoY2XF24ODqYnnZIMCTuQRAAd27UjwM+PFevWWTscIYQNigwO5sKVKxw9darMtnnz/pbV\nQ3no0Pf4+3fEza220fXx8QaaNg3Hycn+i9BUp+klYmJybhZI0imE/VBK9VNKxSql4pVSzxtZr5RS\n03LXxyilIgqs81FKLVZKHVJKHVRK3VDZeGw+6czOzmbPkSNWi8HJwYH2tWtjuHjRajEIYQkODg7c\n0bMnqzduJD093drhCCFsTERwMADRhw+X2TZ63z5q1aqNv39wiW3i4w0kJUUTEfGw0fVaaw4fji51\niK6wjpgYA3Xq1CUoqIm1QxH2LiKi7MfURKUppRyBT4HbgDbAfUqpokVybgNCc/+NBT4vsO4j4Get\ndSugPVDpie9tO+kMCQHAEB9v1TgivL3ZdekS2SYMMRLCngzo3ZtLly/z2/bt1g4lh5yIhLAZ4U2b\n4uToaNI52BATQ1hYBA4OJV9WrF4dhZOTO+Hhw42uT0pK4OrV5DKH6NqD6tTLCTlJZ7t2pReJEkLY\nlM5AvNb6sNY6HVgIDCzSZiAwV+fYBvgopQKUUt5AN2AWgNY6XWtd6d43m61eC9CwXj0aeHuzPiaG\nG1q1om3jxri5uFR5HJHe3nx+7BgJV68S6uVV5ccXwlJ6du2Kq6srK9ato2fXrtYOx+wST54ksYSh\ngSo+3mqfKULYAzcXF9o2blxmbYWMjAz2HDjA6NElVzVNTb3Cpk0LaNduKG5u3oXWaa35++8D7Ny5\nCrCdIkIBJJGZmcnegwfJys4utv4svvhyFoCmQUH41qtX1SGaRQBJJBFAXNxBUlKuFluflZVFbOw+\nxo6dYIXoahgpJpRDHlUzh4bA3wW+Pw5cb0KbhkAmcAb4UinVHjAAT2mti39AlINNJJ1Dhgwha/fu\nYsuVUlzfsiU/bNvGD9u28czAgbz/0ENVHl/BYkJlJp0yt5CwYT/99D0nTybywAOPA+Dp4UGvrl2Z\n8913PDB0KOEBAVaO0Hwys7Jo16MHF0oZGv9E//5MGzu2CqMSwr50aNaMtUbOzwUlHD1KWloabdu2\nL7HNH38sJzX1itGhtbt3r2XKlL4AuLl50rix7cwd/OGMGTz337LnpQxr3ZqY9eurICLL2LFjCwMH\n3lRqm4iILlUUjRDVjKenpXIDX6VUwTsVUVrrKDPs1wmIAJ7QWm9XSn0EPA+8XNmdWt24ceNg+XKj\n62aOH88fcXFMnj+f3w9WejhxhbStVQvX3GJC9zZsaJUYhDCHn376ntWrf2To0NHgkbNs2n//yy13\n3UXPIUPY9scfBAeX/EyWPTl0/DgXLl7kP48/zs2dOxdb/+p//2u1zxQh7IWHqysZWVmltsnIzAQg\n0L3kon9xcX/g4uJOw4ZFb7TDwYO/4+DgwPPPLyEgIARnZ8uOPig49DUJ4zfa8tr8vmMHTYKC+OSN\nN0rc39JVq/jy229JvnQJ79rGCyTZuh07fgdg+vRFuLm5F1vv5ubOjTd2r+KohBBlOKu1LimbPQE0\nKvB9UO4yU9po4LjWOu/Zq8XkJJ2VYhNJZ2ka+PjQ/7rr+CUmhk9XrSIjMxNnp6oN29nBgfBatarn\ntCkyGXGNMnz4WBYv/pplyxbxzL39AGjepAm/LF7MtFmzaNKk+hSJyHsObeQ999CmRYti63/78Uc+\nWLaMtIwMXKs6OCFqmPh4A82bd8DRsfj5Oz7eQMOGrejSZZDF4yj6rGXe0NKSGGJiuOm66+jfu3eJ\nbRwdHfny22/ZtW8f3W+80WyxVqWYGANBQU0YMOAea4ciaiIZIWgJO4BQpVQzchLJe4FhRdosA8Yr\npRaSM/Q2WWudBKCU+lsp1VJrHQv0BA5UNiCbLiRUUGRICGkZGRz4+++yG1vi+D4+RCcnozsan1vM\npnTqVPobOG99wTbGluUtF9VG5843ERramnnzphdaHtKsGdNefx2nKr6hY0mGhAQ8PTxoWULPbWRI\nCBmZmew7dqyKIxOiZsnOzubIkV0lVqVNSDDYzHOcBZ05d46/ExOJDA8vtV3e+rxpY+zR3r0GmQ5F\nVA25rqwSWutMYDywmpzKs4u01vuVUuOUUuNym60CDgPxwAzgsQK7eAKYr5SKAToAb1Y2Jru5wozM\nvXA0xMfTvlmzqj++tzdfHDtGwoULhNStW/EdVWXPYkXf2CUlntIbaveUUgwfPoZXXplAzIEDhLcp\nWj3bBkREwImiI0DKLzohgQ5t2+Lo6Gh0fcHPlEhf30ofTwhhXGLin6SmXjFalfb8+SQuXDhZJdOk\nlFRRtqTezrwksqyks4GvL0EBAXabdCZfusSRI/EMHfqAtUMRNUWnTiVfU0pSajZa61XkJJYFl31R\n4GsNPF7CtrsBs/4y7KanMzQwkFru7mVW0bOUiLxiQkmVKINu72+kknpDrcVW4rAzgwePxNXVlRnz\n51s7FIvJyspi1+HDpV4sNvf3x8fT02qfKULUFPHxBgCjiWVCQs46a/d0FkxI877OSyIjwsLK3D4y\nPNxuk87ovXsBpKdT2B/pDLErdpN0Ojg40LF5c6KtdIHYrlYtXBwciK5M0llVdu4s/Z85lJXw2VJy\nKgqpW7cet99+N/OWLiUlJcXa4VhEbGwsKWlppSadSikigoOt9pkihM0bMIBBXboweejQSu0mIcGA\ni4sbjRsXH1kRH29AKUWzZh0qdQxzCCCpUPIZvXcvIc2amVQcKDI8nD8PH+bS5cuWDNEi8pLO3mFS\nKFFUIblGrHHsJumEnGew9hw5QmYZlfQswcXBgTA/v8r1dNoKcyWfJX1gFH1WVNicESPGcjE5mcUr\nV1o7FIswGHJ6T8p8Fis4mJijR0m3wmeKEPagT8eOjO/fv1L7iI830LRpe6NFhBISDAQFtcLd3bJz\nYJc0tLY0hpgYIk3o5YR/Pmt2799f7uNYmyEmhsYNG9rtPKPCzsl1Yo1hN890Qs4FYmp6Op//9BMB\ndeoA0KZRI9o0blw1xw8IYNGBAyw+8E8Bp66NG+Pn5UVGVhY/x8eTlpUFaSWUjf/9d8gramILvSu/\n55RIpzJTZBR4HTcMGUJDY/M8ljZ2X1hFly7daNG8OR/NnImHe055fC9PT/oNK1rYzD4ZDAbcXVxK\nLCKUJzIkhPTMTD7bsYOO/v7c0rRp1QRYzSil+gEfAY7ATK311CLrWwFfkjPv1ySt9Xu5yxsBcwE/\nckq0R2mtP6rK2EX5pKSlEZ+YSLiJtRWys7M5fHgXt956v9H18fEGwsN7mDPESvtj1y7+PHyYY8eP\n8/jo0SZtk5d0fr14MReTk+nbvTuurv/UxY6Nj2fvoUOWCLfStuzcWeYNOiEsQhLOGsWuks4bW7VC\nKcWTUf/Me9qwXj3+nj0bVQXH79q4MVHR0dyzeHH+svvatWPBXXex6MABRnz/fRVEYbv6GwwsnzvX\n2mEIEyileGz0aJ6ePJl7xo4FcirYxlWTpDM2NpbWjRqVWY33hlatcHBw4Jk1awD48/HHCa2KAKsR\npZQj8CnQGzgO7FBKLdNaFyyvfh54Eig6J0YmMFFrHa2UqgUYlFJri2wrbMgHP/7IqwsXcmruXOp4\n5fROXrl6FQAXZ+di7c+fjyM19bLR5zkvXDjJ+fOJFi8iVJ5ezstXrnDzoEFkZGQAGJ3j1xi/+vUJ\nbd6cmQsWMHPBAma8+y4PDx+ev/5fo0fz5+HD5Qu8Cj350ENA2VPICCFERdlV0tnM359jM2eSnPsc\n2re//cbrixaRdP48gVVw/OFhYVwXGEhGdjYAz61dy/bcKpvbT5zA09mZrQ8+iFJFUuC2bY1/bcvD\ncArGaYJX/vc/ftu+Ha118dcP0ttpg5548EH63nJL/nB1YxeM9iorKwtXE15P4/r1OTZzJtGrVzPw\n22/ZkZgoSWf5dQbitdaHAXLn+xpIgTm9tNangdNKqTsKbpg7H1hS7teXlVIHgYaYYT4wYRnbYmPJ\nyMwkOiGBnu3bA/8MKQ1r3Zq9pwq3T0qKBowXCkpIKHmdtezev5+MjAy+ePtt+txyC83KMZJq+4oV\nnPKneOIAACAASURBVDh5klvuvps/du/OTzovXLzIn4cP8+y4cYwaMsRSoVeYo6MjLZo3t3YYQohq\nznaSzgEDYPnyMps1ql+fRrlfJ1+9yuuLFmFISCDQoZKPp0ZEQHR0qU2UUrQsMLVCtyZN+DkhgQup\nqRgSE+no70+Yn1/xDZs0+efrVq3++frKlcrFbElXrpRr2EP3G25gycqVnEhKIiiwhFsAMvWKTXFw\ncKBVaA1OsXJvhAT5+uIfGoqbkxOGpCSGyfQp5dUQKDiB8nFyJpkuF6VUU6AjsN0sUQnzKHJuzqv2\nbIiPz086o/fupW6dOjQJCiqWdCYmGnB2dqVRI+sUESrvs5x5FWgH9u2Lf4MGACQRUGw/eb2BBZfX\n8fGhjo8PEe3aFapkm1eop2/37rQreA0ghKg4uZa0O7aTdFZAh+bNUUphiI9nQIsWVX78yNznF3ck\nJrL71CnGRBSfgwzIeWNU83HrBSfHLjHpzCO9nqIqeHqa3NTJwYHwBg1yCoXZc9Lp4ZFzA83cVqzw\nVUoVfNNGaa2jSmxfTkopL2AJ8LTW+pK59ivMK+n8eZLOnwcoNNWQISaGiHbtjI5ySUoy0LRpOE5O\nxUceJCQYCAxsgYdHLaPHs8Zp0xATQ6C/f6GEs+D/RRlLPiPDw3k/Koq0tDRcXV3zE9CO7dpZMnQh\nhLBpdlW9tihPNzdaBQVVfp69Cl6kReQmnQv27SMlI4MIf/+yN7KnZKscsbZv0wYHBwfT5ymr5km4\nMJMq/DuJDAwkOimJbK2r7Jh25KzWulOBfwUTzhOQPwAFICh3mUmUUs7kJJzztdZLzROuMKdzly6x\n58iR/HNtYN26GOLjAUhLS2NfbKzRQjTZ2dkkJUWX+MxmQoLBpobWwj8JdGVEhIWRkZHBvtjY/H02\nbdSIenXrmiNEi6tIpV8hhCiLXSedkFPRtkJJpxl6A3w9PGjs7c2i3OdZIo1VbjXGnPNl2ggPDw9a\nh4ZiyB1GJIS9iQwI4HJ6OvG5RVGEyXYAoUqpZkopF+BeYJkpG6qcrrFZwEGt9fsWjFFUwoDXX2fk\nBx9giI9HKcXonj1JOHmSi1eusPfQITIyMowmnRcuJJCWdsloYnnlymnOnj1u0SJC5U2erly9yqH4\n+ApVci3YE1pw5A+AYe9eqQ4rhCmkQ6JaqxZJZ9L58yRZ6SH4yIAAUjMz8XB2plVpw/LsMcks55s/\nMjwcQ0wM2tSeIvlwETYk76aRITnZypHYF611JjAeWA0cBBZprfcrpcYppcYBKKX8lVLHgQnAS0qp\n40qp2sBNwP1AD6XU7tx/t1vppYgSjOrRg5ijR/lq/XpaBQXRLbfQXHRCQn5iZSypSkzMmS/XWGKZ\nlJSzzpZ6Onfv24fWOv+1lKeKa8EEt3mTJvh4e2OIieFicjIJR49K0imEqPHsP+kMCQGo/BDbih4/\n90K1g58fjpUtZmRLKpAQRoaFcerMGRJPnrTocYSwhLb16+Pq6ChJZwVorVdprVtorYO11m/kLvtC\na/1F7tcntdZBWuvaWmuf3K8vaa03a62V1jpca90h998q674aUdR93brh6ebG0dOniWjevNB51xAT\nQx0fH6NVXpOSDDg6utC4cfFq6HkJqSWLCJVX3kid8iaIRXtUlVJEhIVhiInJLyIUGRZmniCFqM7s\nsYNGmMy2CwmZUHCmY4FiQv0rWokzOrrCw23zks7Isorn2JMKJoJ5J+rXPviA0P+zd+fxUdX3/sdf\nX7JAQsIew7AVSFhEFkkiuLSiAoILBaviLlqVurVq7UL16r31tkjVuvTWXzWgFYuKGy24AlJwRSVh\nCSggS0GWsMq+BEK+vz9mgpMwk8yaOTPzfj4eeWTOOd9zzmcCM+d8zncLYOLwzh07ctnFFx9fttby\nxqef8uOBAwOa7sKfDXv28PrXXx/vm9fx0CGuGDEi5ONJckhLSaFvbq6STpFammVmcuWPfsRzs2dT\nmJ9Pm2bN6JSTw+uffsqOigq/gwht3lxKbm5f0tLST9hWXl5Ku3bdaNq0ecTj/fjjOXy77MOg95v2\n7ru0Pekk2gUyPoOHvya8hX368NRzz/HXv/8dcPfzTBaa61NEfHF20hmArIwMerRv767pDGf6h3qm\nS/FnYPv25DZtygV5efUXjodRbMOIr3/v3uS0bk3xlCkB77NlyRJyPQ8X5q9YwehHHuH5X/yCG4cM\nCTmOhz/9lL95PawYtGULVzzySMjHk4aXkZbG3ooKqqqqaBRCC4KHHnqIY1u31l+wlpPbtGHuunVB\n7yeS6O686CJe//RThnimSRnWvz8TZ80C4Lbrr/e5z/btX9O9+0U+t23eXEq/fmdFPM6qqirGjr2M\nPXt2h7R/9Tya4SZNQ88+mz8/+yz/fO89Cvr0oU3r1mEdr6GFmjhqECIR8cd5SWcozTrz8pi3bFlw\nO4WYZNbWMiODLffeG/gOTk48w4wrMzOTTQsXUnHkSL1lP12wgOFXX83CpUu54LzzoKiIBTPcY4+U\nrF4deNLpoza8ZPNmzu7UiXeuvhqAlELn9BmKNSf/9/PWLzeX/UeOsLq8nO7t2we9/+mnnw7lwd/8\npDZqhMauFTnRqV27svuVV47XaD57xx08ftNNmMJCmmZmnlC+quooBw5so1mzDidsO3BgO3v3bohK\nf85169awZ89unh4/nusvvzzo/ZtmZgacbNWVYA0dNIj9q1ZxrKqKjCZNgo5DRCTRJEQnxML8fDbt\n3MnW/ftjHUpgnNhmPUKZSFpaGllNm9b7c4YnEfSeYqV0t/vJdPVQ/KE4euwYZVu3clq7dmSlp5OV\nnk5G48bhvSlpcMcH9Qnj/4KIRJZ3E1pjDFkZGT4TToCKiq2AJTv7xK4ndQ0wFK6yMvexzygsDOha\n5P2zr2k+W0zdXWWCqcnLyMggq2lTUlJSwnpP8Ug1nhJVTryPlno5r6YzBIWepq2l5eVcGE4T24ZU\n/YGpnez5+iD56tsayeqqKFZ91X5iXH0hapadTfeuXWskndUDLixZt47KY8dIDfRC7fX3+Xr7diqO\nHUusPrZJ6PigPmvWcNWgQbEOR0SCVFHh/q7Pyjqx1rC83N3SKC8v/KnLavvP0o9IT0/nlB49Aiof\nygi1SqhERILnrJrOEJOf44MJhdCcLuaqk8m65u70tT5Sc31GKeEsx+XzYu69vnqKFYADBw+yfNUq\n8rt04fCRIyxv1iyk81b/Hwh4zlRxpOOD+sRoVGoRCc/hw+7v4uxsX0lnKa1a5UdlEKHSpUvpe/LJ\npKefOHjR8fN7rkOhTokiIiLBc1bS6UsASVF2Zibd27WLz6QTYtdMIIoJZyBlCvv2ZcPmzWzfuZMl\nX31FVVUVt3j6YZaWlYUUX2l5Odnp6eS3ahX0vuIshS4XC9esoaqqKtahiEiQKio2A/htXutyRb5p\nbVu7mYVLl2pOzAhRoi0ikeT8pDNAhfn5LAwm6QxxihSpWzBPjqtvDBYuXXq8xvOqUaNompn5fbPb\nIBPP0vJyClwuGvkYvl/iS6HLxd6DB1kbzLyvwVCfEJGocdd0Gpo2za2x/uDBnezZs5527SKbdLoo\nZ+369ezes6fepFPJVMPQ31lEvCVO0pmXx4a9e9l+4ED9hWsnnPGagMbDMKR16N+7N+Cu1SxdupTc\nnBw6tGtH/969a/T1DOh9FhVRWVXFkq1b1bQ2QRwfTEhNbEXiTkVFOU2bnkRKSs2hI6oHEYpkTWd1\nclN93ShMoDkxg20GLCLiVM4fSCjA2ogCz2BCt77zDr1ycngwO5u0EOb3c6TqpMv7b+HAhDPYC2Pz\nZs3I79KFf7zxBrv37qWwb1+MMRT27cuzU6Zw5333fV9427Z6j7dv40YOV1ZSoKQzIZxy0kmkp6ZS\nuno1V/zoR2Efb/3GjTxRXExlZSU/HDCAKzucOJWDiETG4cOb/fbnBHC5+kfsXBs2beLx4mLml5aS\nlpYW8CBCTqdkU0QSifOTzgCd1q0bp+TkMOc//2HaihUMOeMMBsXZZMw+eSeXDkw0w3X1qFE8/cIL\nGGO47CL3JOIjhw3j1RkzmDp9es3ClZX1Hq9Lixac27lzFCKVhpaekkKfzp0jVtM58aWXeGrSJDIz\nMnh+6lQu+Pvfad60aY0yzRo35rtDhzhmLSlqoi0SsoqKcnJyTkyaVq6cwUkn9SYjo2XEzvX81Kk8\nOXEirVu2ZPSIETTWNFkiiUtdY+JWwiSdTZs0Ydltt7F1/37aPv44pXv2JEbSmeB+/+tf8/tf/7rG\nunPPOovyxYtPLBzIF42+jBJKYV4er33yCdZawk0BS8vK6NurF8/9+c+cdsEFvPThh9x+4YU1yvRv\n25aDR4+ycv9+emVnh3lGkeTlrumsWZu5bt1SNm78nGHDHo/YeVyUU1pWRs/8fJZ/9FHEjhtrtWs5\ny3HFdR/JeI5dRCIjQdqffi83K4v22dmUBtK0tqDg+/6cTuzXmYA1m2HR3yPpFOblsfvAgbAHE7LW\nUlpWRmGfPhT27Uv/3r159v33sdbWPF91P9I9e8I6n0gyO3askoqKbSeMXDtr1kRSUtLp1+/6eo8R\nzNd9aQgj1ioJEhFpWAmXdIL7xtHv9ClOTC59ibMES31PJBoK8/OB8AcT2uiZmqe63/DYa6+lbN06\nFqxaVaNczzZtyExLU9IpEoYDB7YBVTX6dFZUHGTu3H/Qq9dlZGZGrhXSlm3b2Lxli6ZJiTIl6SIS\nroRNOr/ZuZN9AfQBPIETktI4SzgblP42CWvGypXcOH06FV6f294/+AFpnsGEwnF8VEvPjenVl1xC\nZuPGFM+cWaNcSqNGnJqbq6RTJAz797sTFO+azk8/fYMDB3ZTUHBLRM9V+7OdCJz0EFfJpohEirOT\nzhD75xW6XFhgUbA3jk5IOKV+dSWeSkrj1oodO3hhyRLOffFF/v2f/2CtpXFaGn1+8IOwazpLly4l\nJSWFfr16AdAsO5urzj6bqR9/zN6DB2uULWzXjkV79nCsVtNbEQnMvn2bAcjK+j55mjmzmPbtu/OT\nnwyK2Hmq+3MaY9xTcJWUJHS/ficloyIiwXJ20hmiwnbup6sh11Yo+Yy6sJ+eKrlMOL856yxevfRS\nvtm5k8H/+AcXvP021loK8/JYuGbNCf0vg1FaVsbJ3bqRkZFxfN3YYcM4cPgwr9QafKTQ5eLAsWN8\ns39/yOcTSWb79lXXdLqTpG+//Zrlyz/l/PNvwXhGhY7UZba0rIzuXbuSnZUV9L6BXoeSvbYv2d+/\nNLAEfnCU7BIn6fT6T9o2K4t22dlqIpfo/CWeSkjj1uhTTmHD3Xfzu7POYuaiRXz5zTcU5ueza/9+\n1m3YENIxjw8iVKv53WndutGvS5cTmthqMCGR8Hxf09kWcA8glJqaxnnnjYnYOaoToYUhDCLk6zhO\nodpMEUlUCTNlSm2FLhelmzfHOgznimFi1iAXeSWe9fpq5UrunzCBymPHAGiXm0vxlCkxjgoy0tL4\n3Q9/yF9KSymeOZPbLrgAgKtuv53f3XknI2+8Majjbdy8mW07dlDYp0+N9cYYbjn/fO589llKN28+\n3kKiZ5s2ZDRqRMmePVwbmbckklT27dtMenoOKSlpHD16mH//ezJnnPETmjfPCWh/X1/fZWWlPP74\nQ1RVub+vGlNBVVUVG8vLw+7P6aJcyZ5IPPBRC1px9CiN09JiEIwEK3FqOmspdLlYuX8/+0MZTMgX\nNbmVBPPi66/z9gcfsGXbNrZs28b2nTtjHdJx2Y0bH+9z2SU3lx8PGEBlZSUHavW/DMQb77wDwDln\nnnnCtmsGDSIjNZWJixYdX5faqBFnt27NtPJyjlVVhf4mRJLQsWPHWLNmJs2bu+foXL78Tfbv38X5\n54c3gNArrzzP3LnvsW3bFnZt28CWbdvYtmMHZ512Gj8+//ywm+T5exiqmlARZ7vy0Uc5e9y4WIch\nAUjomk4LLN67lx+2auVeqcTRLZFqOYuK1P4/RAuXLqVfr16UvP9+rEPxaeywYUyaNYvXPvmE6f/1\nXyH9v7XWMvGllxhYUECfk08+YXuLrCyuOOUUXlq6lMeGDiUrPR2Amzt25PKFC5m1Zg0XdOsW9nsR\nSRaLF89iz55vKSh4DIDS0mLats2jT59zwzrusmULKSw8g/nTpvou4KCHZrFUjstRibJqkSXaFq5Z\nw5k9e8Y6DAmAc2s6w0wkjvfL2r07tAMUFNT8kToFcpFz0oUw2VlrQ5pQvSEV5edTlJ/P+DfeYF8I\nNZwAn375JctXrWLsNdf4LXNLQQH7jxxh6rJlx9f9uG1bTkpPp3jhwpDOK5KsZs6cSGZmDm3bjmT7\n9hWsX/8Rw4bdQqNGgd1u+Hq2VFlZyVdfLeGMvgHeWIZ4/1D7GuXUa5a/JK56vZI8SUg+Ptc79u7l\n2+3bj8/pLc7m3KQzTK7sbFxZWRoMpLYY1XI69eKdrDZsWMeu3bsdnXQaY/jL2LFs2rmT/3nllZCO\nUfzSS2RnZXHFyJF+y5zRoQOn5OTUSDDTGzXiho4deeubbyjfty+kc4skm/KtW/nyyxmceuoNNGqU\nzsKFE2nUKJXzzrshrOOuWrWcw4cP+f++imBrFxflx3+crHZiWd+ySCKqnsO7MC8vxpFIIBI26QQo\ncLm+TzpVW5m4NGhQ0MrKSgHnT6h+Rs+ejB02jKfeeoslX30V1L67du/m9bff5pqf/ISmmZl+yxlj\nGFtQwILNm1m8Zcvx9TcPH84xa3lj+fKQ4xdJJq/OmEFV1TEKCm7m2LEKFi+eTI8eI2nZMjes4x7/\nvqo1GFiyK/dKkUUSSoAPkqqTzv5du0YzGomQhE46C10uVhw4wIHevWMdSlJz+hPjZFRWVkpqaiq9\ne/SIdSj1evj662mSns7/mzw5qP2mvPkmhw8f5mfX1j8G7bV9+9IkNZWJXrWd3Vq3xpWVxQKNgi1J\n7vCRIyxdt67ecrM/+oj27XvQpk13tmz5J4cO7aSo6GcBn8ff88OyslKaZmbSzdeNpfr0iyQ+P5/z\n0jVryGvblhYhzNMrDS/hk84qa1mydWusQ5FoU21nUMrKSundowdNmjSJdSj1apmVxciBA3njnXc4\ncuRIQPtYayl+6SWK+vUjt/fQEwvUuoC1ysjgspNPZsrSpRzwOkehy0VpuR6aSHK7/oknGPY//8Pe\nOvpWHzlyhA/nz6dfv8EAfPttMS1adKFLl8Fhn7+srJT+vXuTkpIS9rGcLNI1lqoBlURXumaN+nPG\nkYRPOgHdNFZL9MSsqOj7n9rr5ThrLUuXljq+aa23q84+m+927WL2Rx8FVP7zzz9n2YoVjA2glrPa\n2IIC9lZU8NrXXx9fV+BysWLHDg4cPhx0zCKJ4t5Royj/7jv+99VX/Zb5ctEiDhw8SL9+Q9ix4xt2\n7pxLQcHNPgcQCqa3i3sQocVx9X0lIhFQ/XDYTy3nzr17Wb9tm/pzxpGEnTIFoF12NrlNmyrpbCC+\nhkZX01pnWb9+GffeO5pdu76Lq5u48089lZYtWjB1+nQuuu66esvPnz+fZtnZnDMy8KZ9P+zUiZ5t\n2vB/X37JdQUFpPJ9a4n5K1Yw5NRTw3gHIvFrYI8e3DR0KE/OmMGNgwfTq1OnE8rM/ugjGjVqRJ8+\n5/D00xMwJoX+/W8M6Pjl5Wt49NErSUk5dMK2ysrKugcR8kUPGkWi6q4HHmDOJ5/AIfdn9v7LL+eq\nESMC2rf3nXcGfqKMjOPnqO2Qp1WSajr9M8YMB54CUoBJ1toJtbYbz/YLgYPADdbahYHsG4qETjqN\nMWoeJ+IlPT2D7t170adPAZdccEGswwlYeloaFw0ezKwPP8Rai/t70r9f/vKX3HTRRRzMyg74HMYY\n/vvss7lq2jR+s3w5jxcVcU7nzrTLzuauiRP56OGHaR3uGxGJUw9ffz1vfvYZPy8u5oP//V8A9h06\nBJ7Rnf/5/vucWVREVlZLFi/+J23aDCU7O7DmnSUl77B6dQnDho0kNfXE25KCgoFcNDj8ZroiEr4j\nR47wzD/+QbcuXejZoQPg7gYTqOp9IuG8vn05y8cc3ALGmBTgaWAosBFYYIyZYa392qvYBUA3z89A\n4G/AwAD3DVpCJ53grql4f80aDh49SmZaWqzDSXiOmQi6qEgDTPjgcuUxceIbALSNs1roiwYP5sDB\ng+zbt49mzZrVW755s2ZU90ALdML0K3v3Zv7GjTzx5ZcULl3KNX36MHnkSC6cOpW+v/gFrz73HD8c\nNSrMdyISf3KaN+cP117Lnc8+yx9efZU3589nyX/+U6PMUw89xMaNKzlwYBVdutwd8LFXry6lRYtc\nnn/+n34fKLXy9fnVd3y9Av3uEwnUshUrOHLkCA/cfTdXtG8f9P5vjBsXhajEhwHAamvtWgBjzFRg\nJOCdOI4EXrTWWuBzY0wLY4wL6BzAvkFL/KSzXTv3YEJbtnBGx46xDiep6EInkXTlqFFcOWoUBJBw\nQj2DaNTxUOKxoUNZvHo1t7z1Fqfk5DCka1e+ePRRbnjqqTqnXhFJdLcOH86kWbN48OWXcbVqxfjr\nrqOxZ0TZxunpDL/ibv74x78BcNJJFwGB9d9cs6aU/PxCvwmnriUizlG6dCngmXJt584YRyN1aA9s\n8FreiLs2s74y7QPcN2jOTDoj+PTSezAhJZ0NQzcIEs/SUlJ4rbCQws8/55LXXqPk5pvpX1TEoief\npJHmCZQklpKSwpR77+WVjz7ilyNH0io7u0b/yXIyKSl5m+zsvmRm/iCgYx4+fICNG5dzxhk/iVbY\nIhJBpWVlNG/WjLzOnZV0BiozM1p9zdsYY7yTpmJrbXE0ThQJCT16LUD77GxyMjNZ6DXpuyQJXyPZ\nigQgt3Fjpo0eTfm+fVz8yiscOHzY5yicIsnmlE6d+MO117oTzlp2797FV199TG7uxQEfb926Mqqq\nqsjLK4xkmCISJQuXLqWgT596x1aQBrHDWlvk9eOdcG4CvGvbOnjWEUCZQPYNWsLfRWkwIREJxYD2\n7Zl66aV8uXkzl4wfz34/I+iJJLorH32U37/ySr3l3n//X1RVHQsq6Vy9uhSA/HwlnSJOd/ToUcqW\nL6dQrX7iwQKgmzGmizEmHbgSmFGrzAzgeuN2OrDHWlse4L5BS/ikE9xNbL/ato1DR4/GOpTYUY2f\nSNBG9ezJcyNG8MGSJRTccw8Ly8piHZJIg9u4YwezFy+us8z+Awd49NEH6dLlVFq0CLzrz5o1pTRv\nfhKtWwc/IIlPutadIBKD+zligECJua9WrqSioiKuplxLVtbaSuBOYCawHHjNWvuVMeZWY8ytnmLv\nAmuB1cBE4Pa69g03puRIOtu145i1lG3dGutQRCQeeI1+csOppzL3j3/kaGUlhw4fjmFQIrFRmJ/P\norVrOXbsmN8yf3zqKcrLN3LrrU9jTOC3FqtX1z2IkDScclxRSS41zkPiKPU8eFXSGR+ste9aa7tb\na/OstX/0rHvGWvuM57W11t7h2d7HWltS177hcuZAQhFWPZjQoMmTSa2jX1ZmWhrzxoyhV05O+CfV\nlB3OUVICAU5aLM4w4ZNP+MMjj9Rc2agRf7r/fu64774Gj2dQ796s/NvfSB8woMHPLRJrhXl5/KWi\ngpWbNtGrUycA7pk0iYmzZoHnmnrg4EFGjx7DySefyccfn3iMZcs+ZPz4S6isPFJj/eHDBxg4cKQq\nKB1E06w0vC9WrmTwAw8cX+6Uk8PCJ56gSXp6DKNye+7ll7nrwQcBOHL0KM2ys92DCIkEKSmSzk7N\nm/N/w4ezbvduv2WOVlXxly+/ZPbateEnnbp6ioSsorKSx+bPp3u7dpzn/TQ1N5c+sZgE2vN5Ttc8\nv5KkCvPzAShds4ZenTqxc+9e/vbeewzo1o0BP/oRANlZWVxx83+xapXvY0yf/gSNGqUwfPitNdan\npKQybNjYqMYv9VPz2djKbdGCW4cPB2D9tm288dlnlK1bx4Du3WMcGfTq3p1br7vu+PLAggINrCch\nSYqkE+DOAGoo3li+XAMOJSI9BIgr/1yxgp2HDvHKmDEM7d//+w36dxSJiR7t25ORnk7p6tVcd+65\n/GPuXCqOHuXpW2+lz2WXHS9XTguf++/cuYkFC97mkkt+zZgxDzdU2CJxo3NuLo/99KfA90ln6erV\njkg6zygq4gxdfyUC9KjCS0HbtpFNOvUhFQla8cKFdGnRgsH9+sU6FBEBUlNSOLVrV0rXrMFaS/Gs\nWZzeowd9Amxi98EHf6eq6hjnn39zdAPVNTcqAq0FVZPcyOiUk0Or7GxK16yJdSgiEaWk00uhy8WK\nHTs4cORI/YVFJKJKNm/mN7NnM3fdOm7u31/Nd0QcpDAvj0Vr1/LP+fNZvmEDt5x/fkD7HTt2jNmz\nJ9Gv3xBcrrwoRyn+BNt8tnpQoag2u9VDAp+MMRTm5VG6enWsQxGJKOfd1cVw8J1Cl4sqa1m8ZUvM\nYtCXsCSrsq1befzzz8lt2pSfejerdQp9NiWJFebnc+DwYS6dMIFOOTlc4enLWZ/Fi2ezbdt6hg27\nxW8ZfbREairMy2PZt99yWJUgkkCcl3TGUGG7dgDq1ykSAz/t35/KBx5gy7330jYrK9bhHPf2ggU0\nvfxyrrrtNlb4GyVFJMEN69+fM3v25OHrr+erv/6Vpk2aBLTfzJnFNG+ew8CBoyIflLJVSVCF+flU\nHjvG0vXrYx2KSMQo6fTSLjubtllZ4SWdtS+CTrgoOiGGWHJpVD4JbXTGg0ePcsczz9AyK4v3583j\naGVlFCITcT5Xq1Z8+sgjjLvsMrIyMgLaZ9++cr78cgbnnXcDaWlRnvoh2a9z8UjXZr8K89xN0dXE\nVhJJ0oxeG6hCl4sFmzez4+DB0A6wd++J67yOlZ2eTuNU/dlFGtKBA/s5fPgwaez8fmX1Z7WOz/qf\n58/n2+3b+XD8eAZceSVNAqzdERFYtKj+AYQSKles7h4UZ2+qrgdyFRUV7N+/L6DjVH+/NsvOGlKE\nuQAAIABJREFUJt0B80vGs865ubTMymL+ihVc8aMf0TLWAYlEgLKfWk5r1453Vq0i57HHonL89tnZ\nrL/rLlJ8DZISZxcqkXiwfPlShg0roDLEWsprBg3i7N69QQmnX8aY4cBTQAowyVo7odZ249l+IXAQ\nuMFau9CzrQUwCegNWOCn1tr5DRi+RIG1VSxcOIk+fc6hfXvf0z5E7JKna2dUWGs5++yebNiwLqj9\n+vXqxeIPPohOUEnCGMNp3brx4ty5LFi9mq+vuirWIYmELXGSzqKiiAxC9PMBA8ht2pTKqqrQDtCp\n04nrvv0WgEVbtvD84sV8s3MnJ+fkhBGliATqxRf/RmpqKg8++GdaNvJ6Yu/5XB7/7UOT1FSu9JoU\nW05kjEkBngaGAhuBBcaYGdbar72KXQB08/wMBP7m+Q3uZPR9a+1lxph0ILPBgpeo2bFjDrt3/4eb\nbx7vc3vCJZze9x8lJc6JKwzr169lw4Z1XH759fTrd1qdZZuzB4CPvviC1996i53ffUfrVq0aIsyE\n9ZdbbmH24sW0dNAYByLhSJykM0JaZWRwazgXC3/7lpSwbNs2nl+8mNLy8hOTzgS4QIk4zcGDB3jz\nzSmMGDGam2/+Rc155KpvEut7WBVg/7UkNgBYba1dC2CMmQqMBLyTzpHAi9ZaC3xujGlhjHHhrvU8\nG7gBwFp7BNBwjQng22+LychozRlnXBLrUCREZWWlANx001307VtQZ9nq79aTu3Xj9bfeYuHSpQwd\nNCjqMSayHh060KNDh1iHIRIxzhpIKIbTpUREPYljzzZtyEhNPXGgIiWcIlExffqr7N+/j2uuGRvr\nUBJZe2CD1/JGz7pAynQBtgN/N8YsMsZMMsY0jWawEn0VFVvZsuVfnHrqGNLSGsc6nNhw4P1MsIOp\nlZWVkp6eTs+evQPep6BPHwBKy8qCOpeIJD7VdDag1EaNOLVt25pJpxJOaWAJ0vKrXnfdNYbPPptH\nt24nc9ppZ8Y6nIbRtGm0/nHbGGO876KLrbXFEThuKlAA/Nxa+4Ux5ilgHPBABI4tDWTr9u089Pjj\nbNlXyc6dsHTpeqytpKDA/9yc4nxlZaX07NknqEGBWrZoQdcf/IDSpUujGJmIxCMlnQ3F0+e00OXi\nhSVLqLKWRqfV3UciYudNZhqSvYaFC6Gg7lZSCWPRoi9JT0/nnnsexD2OjYRhh7XW35fJJqCj13IH\nz7pAylhgo7X2C8/6N3AnneJAO/buZfuePTXWbamoYMxdd7Ft505crg4cPgyHD0PHjjeRk9MzRpE2\nMAfWaobLWsuyZQu5+OLLg963sG9fSpYsqbuQrs0iSafepNMY0xF4EcjFfYNQbK19yhjTCngV6Ays\nA0Zba3dFL9TEUOhy8dcFC/jG5SJJLsciMfHRR8tjHUKyWAB0M8Z0wZ1IXglcXavMDOBOT3/PgcAe\na205gDFmgzGmh7V2JTCYmn1BxUGeff99/mvKlBPWt3e5+Gz6dFx9h1FSAsX11IEn+7PQePDtt/9h\n9+5d9O1bGPS+hX368Ppbb/Hdrl20aqnJPkTELZCazkrgXmvtQmNMNlBqjJmNe+CHOdbaCcaYcbif\nTv82eqEmgKIiClq3hhkzKF29mp7qIC4icc5aW2mMuROYiXvKlOettV8ZY271bH8GeBf3dCmrcQ8e\ndKPXIX4OvOQZuXZtrW3iIJecfjr5tWqoTF4e5551FjmtW1PuZ7+kFcd9GaoHEerTJ/imMdX9Ohcu\nXcqQs8+OaFwiEr/qTTo9T6PLPa/3GWOW4x4AYiRwjqfYZGAe4SadI0bAW2+FdQin69WpE03S05m1\naBE92tceayPSJ+sF9TVxcahWnn4hoaioqGDZypVYa2HTJrKzs+nRo0eEIxSRatbad3Enlt7rnvF6\nbYE7/Oy7GIjPO/Nk4bk29+rUiV61pwWLs6Rqx86drNu4MbIHXbXK/7a0tIAPs+OEVumRt4kdAZ13\n3ryZpKWl0bNnn6DPUZ10vjNnDi2aN/cTyCaaNWtG9+6+53AVkcQTVJ9OY0xnoD/wBZBb3TwK2IK7\n+a3UIzUlhaL8fF6cO5cX586NdTiOlZqaysqPPw4p8Rw3fjxPTpx4fHnQoEHMmzcvgtGJiCSZCM2F\nHUtVVVWcNXIk36xdG+tQ4kL//gNo3Dj40Ydbt2pFt65deXLixBrX4tqGDBnC7NmzwwlRROJIwEmn\nMSYLeBO421q713tgDmutNcZYP/uNBcYCdKr9hDRJTf31r1kU7Ytefn50jx9FBw8d4qrbb2fSyy8z\n/ne/C27fgwd54bXXuOC887h9zBho1YrWrVtHKVIRkfiUjNfmf3/yCd+sXcuD99zDaaeeGpmDrl5d\n9/YgrsXf0SrMYOrXiu8CPm+vXv1CPs/7L73E1998U0cgrWjTpk3IxxeR+BNQ0mmMScOdcL5krZ3m\nWb3VGOOy1pZ7Jvne5mtfz7D6xQBFRUU+E9Nk0751a9pHOxGKsyZPtb00bRrPT53K73/1K9KCaJ70\nxjvvsHvPHn57xx0MOuMMjZAn9UuAGhyRYMXq2hzspckVwZ6ixS+9ROuWLfndz39OkyZNInPQ+gbK\nCeINBzuPZih8/T2jcd6uP/hB3S2VdG0WSTqN6itg3FWazwHLrbWPe22aAYzxvB4DTI98eHHESUme\nk2IJ0S3XXMPW7dt5K8imN8VTptC9a1fOPv30KEWWoJR0iUh94vjasnX7dv753ntcf/nlkUs4RUQk\nYIHUdJ4FXAcsNcYs9qy7D5gAvGaMuQlYD4yOToiSjIafey4dXC7uvP9+Hn/22YD2qaqqYn5pKY8+\n8IDmZQyGEk4RcbiPPv+c//rTn6iqqgLAGMNvbr+dEeefT8mSJfzqoYeorKz0u//OXbuorKzklmuu\naaiQ3eJ4BNtARbI2WkQSVyCj134C+LuDHxzZcETcUlNTefSBB5j08stB7Tdq+HB+euWVUYpKREQa\nincy89Djj7Ns5UoKevcGYOmKFdz/pz9x8dChjP/LX1i4dCkD6uin2b5tW0YOG8bJ3bpFPe540hBN\nekVEIMjRayUOJNAT1StHjeLKUaNiHYaIiMTQ6v/8hzmffMIffvtb7r/rLgCe/cc/uPW3v2X6++8z\nY9Ysfjl2LI888ECMIw2Pi/KoJ4HluFQzKSIxUW+fThEREZGG5J0YTXr5ZVJSUrjxiiuOr7tq1Cia\nZmYy5u67OXbsGDdffXXDB6muCSIiAXNeTadnEmoRiY777juH7GxI54h7xb597t/Z2cz77LPYBSYi\nzuVyQfmJNWRLly+ng8tFyxYtAjrMzp3bmT//w3rLtWTX8dd/f/VVLh4yhHZt2x5f1yw7m6tGjWLS\nyy9zzpln0j0vL6Dzi4hIbDgv6QyHpj4QERGJuP379/O7++/nnNxcLj3zTAB27d/PwNGjOeu005g1\ndar/0R+8/Pa3t/Luu9PqL1jL7WPGnLDutuuv5/mpU7nzxhuDPp6IiDSsxEo6k10C9eeU6Bk/fh5F\nRV7N16of1Oj/j4j4kZmZyXtz51LWtu3xpHPKvHkcOnyYDz7+mDffeYezLr6FhQv9H+O778qZNWsG\n1133M2688U6/5XLYXmM5o0kT8jp3PqFcQd++bFmyhJxoz3sdriQYwVZEpD5KOkUkKWjwDJHQNWrU\niFuuvppx48ezYuNGerRvT/HMmRT27UtlZSX3/Pd/86emHamsPJcNG6YCkJoKHTueS05OJwDmzHmB\nyspKxo79JXl53X2ex/05DTyJdHzC6WAauVZEGpIGEhIR51GtgIjj3HDFFaSmpjJp1iw+X7mSZevX\n87PrruPp8ePZ/t13/N//PcyRIwdYsuQGliy5gX/96wbuuutUysrmUlVVxYcfTuSss871m3CKiEji\nUk2niDjGOZMnu19M89HnKzubeW++GfCxLr30nBrLxwdOqlY9gFLt17VVxxLk+UUSTW5ODqOGD+cv\nb7/NxFmzyMrI4MqRI8nOymLzwoV8e6Ql69Y157zz1gKQn/8d7713PQ8+OJTmzXPYtWsL48aN93v8\nuGqNoPEjgDj7NxORmFLSKSJuJSXu0aNFRPx46Ne/ptXRoxyrqmJw375kZ2UB0KplSypwsWEDZGZ2\nAaBduy488shnvPHGw+zdu4P8/FZceOFPYhm+eGmIeUFFRKop6RQRx5hXPUKlr+a1QTa5ffPNeTWW\nT3gi711TUVetRfV51eRXhJO7dePZO+4IuHzTps0ZM2YCoI+QiEgyU59OSVxq/iQi4ji+mmSqmaaI\nSGJzbE3n9j17eGnePCqrqgBonZ3NjUOGnFCu+P332Xvo0PcrNmxoqBC/17Gj3/OmNGrENYMGcVKA\nE2eLiIjEs7qmzK5OLtW0U6Smc+67z++2eTHu+nLOpZf63uAZD2HeeP99tU84Vh3vM1TBnF9ix7FJ\n59PvvMPvp049vnxKp04+k87xb7zB+m3bGjK0oK3ctIlnbr891mGIiIjEhK+mtdWJZ9zVcqoVjYhI\n0BybdC5YvZpeHTvyxWOPAe45wnz56q9/xVpbc+WiRdEOr6b+/f1uuu1vf+PlDz/ksRtvJCsjowGD\nEhERaTju5FG1lyKhcHJtnd+R20N4AOPk9ynR5cik01pL6erVDOvfv95ErWmTJieuTE+PUmR+1BHj\nbRdcwJR583j144+56fzzGzAoERGR2Ah00KC4q+UUEZGQODLpLP/uO7bu3k1hfn6sQwnbGT170qtj\nR4pnzWLM4MHRO1FhIVRWRu/4YUpJScEYE+swRESkgTXkqLWVDXEdPHYs+H0CjKuS6MfvfY4cNoTV\ntzbUeB158ymSRIwxrYBXgc7AOmC0tXaXj3LDgaeAFGCStXaC17afA3cAx4B3rLW/qeucjvzc7z5w\ngLNPOYWB3bvHOpSwGWMYO2wYd0+aRNoll8Q6nJj54YABvF5cTNuTTop1KCIikmB27d7NNXfeyXv/\n/nesQ5F6NGnShEPeA0CKSCyMA+ZYaycYY8Z5ln/rXcAYkwI8DQwFNgILjDEzrLVfG2POBUYC/ay1\nFcaYem/wHZl09urUiQ8ffjjWYUTM2GHDOHrsGIePHIneSdq3j96xw3To8GGenDiRARdeyMxXXuHk\nbt1iHZKIiERZQUHN5Ug3pT1y5Ah//fvf2bp9O9NnzmTtt9/yq1tvpXmzZr532LSp5nIo183axwhU\ngOfaR3Zoxw9CNvsids7axwpEakpKyOcTkYgZCZzjeT0ZmEetpBMYAKy21q4FMMZM9ez3NXAbMMFa\nWwFgra13VFdHJp2JJqNxY34V7VpOh8+6fdlFFzHs6qu5/he/4It33vE7MJSIiEggHnvmGe6fMIEm\nTZpwUuvWfPDqq5x9+un+d/A16Emw185QR64N8DwNMY1M7eQ/nHOqT65I3Mq11lZ/gLcAuT7KtAe8\n54TcCAz0vO4O/MgY80fgMPAra+2Cuk6oO39pEP379OGJ3/+ekiVLeO6VV2IdjoiIxLFvN27kD08+\nyU8uvJBDa9eyfsGC4BNOAZQ4isSxNsaYEq+fsd4bjTEfGGOW+fgZ6V3OuqcBqTUVSL1SgVbA6cCv\ngddMPYO3qKZTGszVl1xC8ZQpjBs/niVffRX18zXasYO/xHhCZSeqqDjEE088xsHta90rPPPc5jRv\nzn/H8O/12YYNvLxsmXuh1g1i47Q07mnXjg7t2gV8vEsvPafGcjq1mrfv2+f7dW3Tprl/Z2f7HzZe\nRGqYM+d+vvxyDwDVXfmbciBix/9y8WIAnvif/4nYMUVEouEoadFqxbDDWuu3GYW1doi/bcaYrcYY\nl7W23BjjAnw1j90EdPRa7uBZB+5az2mehPVLY0wV0AbY7u+cSjqlwRhj+H8PP8xPbrqJqdOnR/18\nKVVV/CXqZ4k/r78+ntde+wOtW7Z0r/CMqti1bVv+O4Zxrd21i6nVSWdqza+mPQcPsmjHDua89hoa\nA1nE+VasmM7hw1uA7z/OjaiK2PEbNWrEkw89RKcOHSJ2TBGRJDIDGANM8Pz2dWO+AOhmjOmCO9m8\nErjas+1fwLnAXGNMdyAd2FHXCRMz6SwqUlMahzqlRw9WfvJJw5xM/wdOsHPnaqZNe4RLLrmaaU8/\n5l7pkL/TtX37cm3fvu6FWv2f/t+773LHM8/w+ltvMfpnPwvoeG++Oa/G8glNyLzfd11/g+pYHN5v\nWsRJ7rhj2fGBhKo/OjFrxhmp7ziHfFeKiETABNxNYm8C1gOjAYwx7XBPjXKhtbbSGHMnMBP3lCnP\nW2urmyo+DzxvjFkGHAHGeGo9/VKfTpEk8tFH/0taWjoPPPBorEMJys+GDaN/797c/6c/UVUVudoS\nEYmumCec9VEiKSJJyFq701o72FrbzVo7xFr7nWf9ZmvthV7l3rXWdrfW5llr/+i1/oi19lprbW9r\nbYG1tt75qhKzplNEfLrggv9j9Ogbadu2HTj1JtCHlJQUJj/1FFlNm2rkYxGRCHNR3iAj54pI8lLS\nKZJEmjRpRp8+58Q6jJD0OfnkWIcgIiIejq29FhFHUpWBiIiINIySkoZt0qrmsyIijqCkUxKTbjRE\nRJwr3r6j4y1eERGHUdIpIslJo9GKxJZTEjmnxCEiksDUp1MkSZXjUp8cEYm6498zvpK7kpLAHgDV\n3jeUfaROGkxIRKJJNZ2JQDU2IuHRZ0gkdpQciogkvMRNOnUTKZLUVIsrEiX1XF8LCtw/CUNJsYhI\n2BI36RSRpFedeCoBFWkYet4rIiK+KOkUkYSmhFNEQqZaThGRiFDSKSIiIlKbEk4RkYhR0hkutSUS\nERE5QUwvj0oYRUQcRUmniIiIxJaTksSSEmfFIyKSAJR0ioj4o5YMIs4Tb5/LIOJVH3QRSVSpsQ4g\nms6ZPDn6J5k2LfrnqE92dqwjcIx5b74Z6xAkDIu3bOGnM2Zw5IUXTtyYkcFv77iD637+84COZa1l\n9M9+xvJVq/wXOnSo7uWMjBqvX3v2WXq5NHm6SLj+a8oU2rZowZ0XX8w3mzZx9Z//zOGUFP87eH82\nvT+XgZQPRPUxg90vmGMHqDLKt2apVEbk3HUdp7bf3nEH1112WcDlk9E5993nd9u8ESMaMJITnXPp\npb437NsHwLzx4wM/Vh3vM1TBnF9iJ6GTThGJL/9csYIl27Zxyemnn7ixZUtaNm8e8LHmffYZb7z9\nNoPOOIM2rVr5LrRrV93LLVvWeN2kceOAzy+S0IqKQm6CWlVVxVNvvUVqo0bcNHQoT86YwbL167n4\n/PPr3rH68+n9uayvbKCqjxnsfsEcO0CHaRL5GLw04XBEzl3XcWoL5rtbRBJTQied88aMif5JnNDM\nxwkxiERAaXk5J3fowBvjxp24Mcj/58VTptCieXPemzKFDH81DbVvmmsve59TnzO/jDHDgaeAFGCS\ntXZCre3Gs/1C4CBwg7V2YSD7ioOF+Jn4ZvNm9ntqFF+cO5eXPvyQ0T/8IS9OnFj3jtWfz0DO66Q+\nmUH+ncqJbmuKuprwBnpuNQOOPCfX1vltRRbC58zJ71OiS306RcQxSsvLKczLC/s4O3bsYNp773H9\nZZf5TzglIowxKcDTwAVAL+AqY0yvWsUuALp5fsYCfwtiX0kwpatXA9AsM5NfPvccew8eZOywYYHt\nHG8Jp4iIAAle0ykiJ7rvvnOOdwNO58jxPhkQ234jm/ftY8v+/RTm54d9rBdffJEjR45wyzXXRCAy\nqccAYLW1di2AMWYqMBL42qvMSOBFa60FPjfGtDDGuIDOAewrccxXjVjpmjU0SU9n3KWXct8//sHJ\nHTty1sknxyA6ERFpKEo6RcQRsgYO5MV77uHMnj19FygpCbiZ2ogRI0g5cIDe/o7lj3c/NTWn9dbG\nGONdfVRsrS32vG4PbPDathEYWGt/X2XaB7ivxAOXC8oDa3J57Tnn0L9rV4b178+fpk3jrhEjcLfA\nFhGRRBV/SeeIEfDWW7GOws0JN6VOiEHiyvjx847/t3FR7pimaM0yM7nu3HMjcqxu3bpx1803h7Zz\nPH+mMjOjFf8Oa20c/2HESQry8ijwNKMvf+EFmqSnuzfU92Apnj+bIiJJTn06RUQkHJuAjl7LHTzr\nAikTyL4SZ4LJDTMaN1YtZwPSAEAiEitKOkWSSEFBrCOQBLQA6GaM6WKMSQeuBGbUKjMDuN64nQ7s\nsdaWB7ivxCFVSoZOiaGIJCIlnSKSvHRnHDZrbSVwJzATWA68Zq39yhhzqzHmVk+xd4G1wGpgInB7\nXfs28FuQCFLCJCIivsRfn85ghDF5tYiIBMZa+y7uxNJ73TNery1wR6D7ioiISGJRTaeISH1UIyoS\nvob4HOlBs4iIIynplMSjmw4RkfiUaN/femAlIgIo6RQREREREZEoUtIZKj29FBERERERqZeSznim\nxFdERERERBxOSadIktLUBiLiSInWrzME+n4WkUSjpFNEREQiTolTYtK/q4iEQkmniIiIiIiIRI2S\nzlCoL6WIiIizqFlu2FSLKSLRoqQzXinx9U03HSIiIiIijqKkU0RERJxFDxBFnE2fUQlSfCadyV7L\nl+zvX0REHCtiTTR1UysikjDiM+l0uWIdgYjEQjRuQvUQRyQydG0WERE/UmMdQNxp6BtU3RCLiEiy\nKilJ2uugi3LKUSIvIokhPms6k0WSXmglSen/u0jC0CioIiLiLb6SzhEjYh2BiIiIeFOzWt/0IE1E\nHMoY08oYM9sYs8rzu6Wfcs8bY7YZY5bVWv+oMWaFMabMGPNPY0yL+s4ZX0lnKPSlnzw06ISISOLR\nd3tEqPZZRLyMA+ZYa7sBczzLvrwADPexfjbQ21rbF/gG+F19J0z8pDOSGjKBVbIsIiIiIiKRNxKY\n7Hk9GRjlq5C19iPgOx/rZ1lrKz2LnwMd6juhkk4RERGJb6oNFREJRq61trr5wxYgN4xj/RR4r75C\nGr1WREREREQkCg4ejNpzsTbGGO8jF1tri6sXjDEfAG197He/94K11hpjbCgBGGPuByqBl+orq6RT\nRERExIE0bYqI1GGHtdZvfzxr7RB/24wxW40xLmttuTHGBWwL9uTGmBuAi4HB1tp6k1Y1rw2U+liK\nRJ8+ZyIiIiLRNgMY43k9BpgezM7GmOHAb4AfW2sPBrKPkk5JDOrPI7Xp/4SIiIiILxOAocaYVcAQ\nzzLGmHbGmHerCxljXgHmAz2MMRuNMTd5Nv0VyAZmG2MWG2Oeqe+Eal4rIiIiIiKSJKy1O4HBPtZv\nBi70Wr7Kz/75wZ5TNZ2BaOgmf2piKCIiIiIiCUJJp4iIHvSIRIaatUeci/L6C4mIOJySThERERGp\nlxJgEQmVkk4RERFxLrVECJuSRRGJNSWdIiIiIiIiEjVKOkVEREQcTDWVIhLvlHSKiIiIiIhI1NSb\ndBpjmhhjvjTGLDHGfGWM+b1nfStjzGxjzCrP75bRD1fEB42WKCIiIiLiWIHUdFYA51lr+wGnAsON\nMacD44A51tpuwBzPcuLRAAYiIiKh04NBEZGkV2/Sad32exbTPD8WGAlM9qyfDIyKSoQiIrGkB08i\nkaHkMyzq1yki8SygPp3GmBRjzGJgGzDbWvsFkGutrf4G3ALk+tl3rDGmxBhTsn379ogELSIiIqGL\n6rVZyaWjKFkVEScIKOm01h6z1p4KdAAGGGN619pucdd++tq32FpbZK0tysnJCTtgERERCU+DX5uV\niIqIJLWgRq+11u4G5gLDga3GGBeA5/e2yIcXIWoeJyIiInFOtZYiEq8CGb02xxjTwvM6AxgKrABm\nAGM8xcYA06MVpIiIiMQh1XCKiAiQGkAZFzDZGJOCO0l9zVr7tjFmPvCaMeYmYD0wOopxioiIiMQH\ntbASEamh3qTTWlsG9PexficwOBpBiUj06F7Ij6Ii1cqISEJRc1wJW0mJbhwkIoLq0+koI0bEOgIR\nERERERGpR/wmnQ1BT3acTzVTIiLOEekHwroOn0C1lxJzuveSEDg76VRtpoiIiLO4XLGOQERE4oyz\nk04RERGRSFHNachUwyoi4VDSKSIiIpGnJnhxScmliESDkk4REYkaY0wrY8xsY8wqz++WfsoNN8as\nNMasNsaMq7Xt58aYFcaYr4wxjzRM5BIQNbV1LCWPIuIk8ZN0qn+niARLNS1OMA6YY63tBszxLNfg\nmQf6aeACoBdwlTGml2fbucBIoJ+19hTgsYYKXERE0LVUIiJ+kk4RSQ7qc5VoRgKTPa8nA6N8lBkA\nrLbWrrXWHgGmevYDuA2YYK2tALDWbotyvCIiIhJhSjqdRjfcIpJYcq211e38tgC5Psq0BzZ4LW/0\nrAPoDvzIGPOFMeZDY8xp0QtV4lKgtTDV19cEuM6q6ayIxJvUWAcgIuIYRUVx3YzoKGmUE5U+dm2M\nMd5/mGJrbXH1gjHmA6Ctj/3u916w1lpjjA3y3KlAK+B04DTgNWNMV2ttsMeRSCgpCay7Sxx/jkRE\nJPKUdEr80k2NSEPZYa31Wz1krR3ib5sxZqsxxmWtLTfGuABfzWM3AR29ljt41oG71nOaJ8n80hhT\nBbQBtgf7JkRERCQ21LxWRESiaQYwxvN6DDDdR5kFQDdjTBdjTDpwpWc/gH8B5wIYY7oD6cCOqEYs\nEufU/FZEnEZJp4iIRNMEYKgxZhUwxLOMMaadMeZdAGttJXAnMBNYDrxmrf3Ks//zQFdjzDLcAwyN\nUdNaERGR+KLmtSIiEjXW2p3AYB/rNwMXei2/C7zro9wR4NpoxighKCmJ/oA8CTDgj0jCUdcmCVHy\n1HTq4iUigdB3hYiIiEhEJU/SKSIiIskpiR4mqT+niDiRkk4RERER8UuJrIiES0mniIiI1M+Jfbmc\nGJNIJCVRLb0kNg0k5I8+5CLJS59/EXE4F+WU44p1GCIiAVFNp4g4n5JAEedRLWPCUnNaEYk0JZ0S\nn3SzIyIiUoOSRRFxKucmnSNGxDoCERER8aZrs4iIhMC5SaeIiIiIP4G2eFHzfBGRmFOdNX/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(SN005V2, t)\n", "\n", "vgrid_tzyx01 = np.ma.masked_values(vgridaa[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels01[:zmax], vgrid_tzyx01,\n", " cmap=cmap, vmin=-0.36, vmax=0.24\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density7a,colors='black')\n", "ax1.set_xlim((75,259))\n", "ax1.set_ylim((50,1))\n", "\n", "vgrid_tzyx02 = np.ma.masked_values(vgrid02[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels02[:zmax], vgrid_tzyx02,\n", " cmap=cmap, vmin=-0.36, vmax=0.24\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density8a,colors='black')\n", "ax2.set_xlim((75,259))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# January with rr_vtau = 0.02, -0.02" ] }, { "cell_type": "code", "execution_count": 304, "metadata": { "collapsed": true }, "outputs": [], "source": [ "WN002T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.02/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WN002V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.02/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS002T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.02/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WS002V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.02/SalishSea_1h_20170101_20170102_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Se2UyzckVfNFkJi+Gc1sGaOTCPWbD8suL6a/BYUaocdjT+My7iWqVdva7eo/mHgdINDUY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o3iF+zvGIaq/sJm2zjvJFRVf11EfgN4HPBM4A+iz/urVfVz5/t4NkJZe86sbJxJHNeew8MseCI7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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "WN002T.sossheig.isel(time_counter = 47).plot(ax=ax1)\n", "WS002T.sossheig.isel(time_counter = 47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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O3AZkQSstNkSHbUH9pR5NRVmE6eZFT6bMnu+iJIqiKKsntY7MOTTzR+k26tFUlEUwQGT8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\n7a9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rYDI0G6KDNcrY/jEC89dfO3Zf9fYzgWRmeWN+rlUkbca2M4/HVBZXvTWbPPOOJZE1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\nDrTR6my9r3aEtd3drg6pilC+4H88Nev5aE1nGXF+9Kb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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,sharey = True,figsize = (10,8))\n", "WN002V.vomecrty.isel(time_counter = 47,depthv = 0).plot(ax=ax1)\n", "WS002V.vomecrty.isel(time_counter = 47, depthv = 0).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 305, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density9 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN002T.vosaline.isel(y=350,time_counter=47).values,\n", " WN002T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density10 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS002T.vosaline.isel(y=350,time_counter=47).values,\n", " WS002T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density9 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density9)\n", "masked_density10 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density10)" ] }, { "cell_type": "code", "execution_count": 348, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 348, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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evn/P+Fq14g+skhKXUoxKJBaDLtGCCQXntm0BjBvXg9KlqzJ48FyqVm2Ek5P2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\n7q9W6Y1ei+wVS0jNNNRXVTW+bibrRMTMdOUPfqC3ly/X9Jk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Ie+6/X8tWrNCV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\n/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "WN002V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanN0.02/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS002V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanS0.02/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "\n", "vgrid03 = WN002V2.variables['vomecrty']\n", "zlevels03 = WN002V2.variables['depthv']\n", "timesteps03 = WN002V2.variables['time_counter']\n", "\n", "vgrid04 = WS002V2.variables['vomecrty']\n", "zlevels04 = WS002V2.variables['depthv']\n", "timesteps04 = WS002V2.variables['time_counter']\n", "\n", "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(SN005V2, t)\n", "\n", "vgrid_tzyx03 = np.ma.masked_values(vgrid03[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels03[:zmax], vgrid_tzyx03,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density9,colors='black')\n", "ax1.set_xlim((10,84))\n", "ax2.set_ylim((50,1))\n", "\n", "vgrid_tzyx04 = np.ma.masked_values(vgrid04[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels04[:zmax], vgrid_tzyx04,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density10,colors='black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "code", "execution_count": 308, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density9a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN002T.vosaline.isel(y=180,time_counter=47).values,\n", " WN002T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density10a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS002T.vosaline.isel(y=180,time_counter=47).values,\n", " WS002T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density9a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density9a)\n", "masked_density10a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density10a)" ] }, { "cell_type": "code", "execution_count": 350, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 350, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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9eg7OmmXUpAuljYO9PY3q1bO8DLbabrYU4dxXKBQ8efKE0PBwmmi4wBIEwXx2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\nu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5rtUxjE+8h4ovy1OdpAL+9v4xzgwaraM1PQh/vbfJflk8ADVfWR1qFetuHZ4u1rG54j\n3klsw1KbfXPH+vq5NpsJ/Vyzb+4w3r62YfvmCVbdzS71TGAa+J1W2aeB7wL3MWgEG7p6/xFj/AyD\nR/C/YDDG+x3AOuB2YDdwG3Bs6/yrGPxF5yHgvJ7EO8VgrPq9zevjzbl/Auxqyu4B/rgn8c7aBvp4\nf5vyTwGXH3ZuH+7vqxgMz7mv9d///L624Tni7WUbniPe3rZhX77me9k3r1i8vfxcmyPe3n6u2TeP\nLd5etmH75sl9pfmPIUmSJEnSsluJ2WslSZIkSWuUSackSZIkqTMmnZIkSZKkzph0SpIkSZI6Y9Ip\nSZIkSeqMSackSZIkqTMmnZIkSZKkzph0SpIkSZI683+mLpeI0/vZzgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(SN005V2, t)\n", "\n", "vgrid_tzyx03 = np.ma.masked_values(vgrid03[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels03[:zmax], vgrid_tzyx03,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density9a,colors='black')\n", "ax1.set_ylim((50,1))\n", "ax1.set_xlim((75,259))\n", "\n", "vgrid_tzyx04 = np.ma.masked_values(vgrid04[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels04[:zmax], vgrid_tzyx04,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density10a,colors='black')\n", "ax2.set_xlim((75,259))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# June with rr_vtau = 0.02, -0.02" ] }, { "cell_type": "code", "execution_count": 312, "metadata": { "collapsed": false }, "outputs": [], "source": [ "SN002T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.02/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SN002V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.02/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS002T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.02/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SS002V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.02/SalishSea_1h_20160601_20160602_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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QqHhfiRm92GoSLzeRLP9kGMPKpbfu4rM37wQgckLkxAzRPmL6qz/YcLwxFExe8h5cJUac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yLNitLmQlsYEYRwFWwFHCEbagXEtJqiaQBgTSmg0Q41HYnR4KLUeMzDnmTufDxGCIRbAM1tyM76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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,figsize=(10,8))\n", "SN002T.sossheig.isel(time_counter=47).plot(ax=ax1)\n", "SS002T.sossheig.isel(time_counter=47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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LDdFhW1B/qUdTURZhunnBkymz57soiaIoyupJrSNzDs38UbqNejQVZREMEBn/pOqGdhLM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bopTn4CvxdKjUbsu2pU4ZXcBvN8kVDjOodxap/DpX6CiHBjWDAq/YkJ/BOPtn4diJZoHhJmvB5E\nLp0Mu3L+wNtLMWTyq/+K9S/dZunZRZZfehoxBi0j8TE22BX5KohrmjuapluZ1GrvuR3Mxk+zThFy\nBYxuw3gTmQ4b0qpimra+5F1M1iH74NdP582wWXjuYjzbd4RA3qoy7JqWE8x4A9nYO7LS3n6PZO0t\nko33kWqKR9gqj7+LNY+pD50KXBnsl6ZbM2LrCiTuZqpN8Xn/WM+x7LdIPv8vyJ77aCDeLVrcHXvV\n2vu2ujSslI1pxaUzXb7u2ZUDb//tLy7zm1c3WR+Xc53K6I0Zdxx32BHNqchrBXr9b73zWRNOKzsv\nmRV6qWGQGrqp0EstvdSykCX0UktqDEWljWfkSfHymS5Xlrrk1vL+1oR/c2ObraIis4IQYjhr+yAX\n0412Y2PiGFaKz/pINcVu3yC5/d6p2LzVTktOYaqGURXslzYLz7RSOolg42fDvv7KB2C1Y1gfl83/\nTYsWB+BE9aslmoeE764gvsKXVSO0OQhbb75N72yXweWzdM+tIL1FJI9m7t4FEqg+zqJ8c3193UFd\nwRpaFlAVaFWGrmITYRlJqzFI3qH44udO+jYA4LP+rPtq7M54zOb1hOPX6d6d1PJz/4Lqi5/Fvfc6\nZnwbkZDBLMDtwh97EV98FY2i2RHhGczZFVw126sRE0jzMWA3rqFViektziJEWxwRT4Rhe41fFpG/\nJiIvxstfIxgf3xf0k9gZ9MpCfrjPh89f3WTi9q4/9fh8L/1pzcvqkXotujHR8D2Jl3mvzjA+r6+P\n0Zd2ZuYeFOKn83+7EOfDo9Jxc1QwLhxnOmlYV5p7bU6VSaVsF3dum1/dLhmXHq27UN4FUaSvMJON\nYwsFy2Dy0RD6ymvT/XXRXN/G9xH1nMT+M5D4h7aD9ojgsTdsr3Gi+vXQvqqHEWoSqkkRxt8H3Tbr\nM13fZvnZJRaeOU+6ehbTX0DSPIzV50e6UV1ex1bW42dczEmfV3XDnr+Y6lwgqS50FGsLn+YuWYfs\npa/EbnyA3dq7y3gUuMG5O9v8uxeja7K7B9Y/9xsUH7xN+dbnkWKI6ix2blx6xtXxyKaKiUVZZwSw\n3mX11SxFKcaB+ux4Hc3qrdeobryP5GE/s8Xx8KBU5yLye0Tk34jIGyLyl/b4uYjI34g//zUR+doT\nvtQ/BxTAPwR+EJgAf/aEj3kkWIEz/ZylQxLN9Y0Jt7aLQ+Vj75U3Y5BmGmhkliZkjZBEBXpIGZJG\nKFRbLiW7zuVrT896pHxSQfiLyylXt6esDQuWeinnB3mT/T5vGj91fgchrvH9n36X9aljWvmmzoir\nmtpiynGotZvXjnRcXsMOeL0n6uZSlxIT1PO1UEmN5SR2n+f7OcLOtYcWR0dbvw5Gqzo/IqrhhPLG\nhxymh+XKipWPXKR3+RJmsIzpx+5XY9QeVeeG2S9Y7VMpsWjZWUIQEIiSDylAEtOAJM1mI/m6KzpH\n8GovT8ksZrwBYnALF07nDVFFXDEjdXMyVDUJsniWZP0dqpUrACTr72C2b7L4/EXEGDbfusrqt5+j\n9Eo3KkHHlUe9Mq08RgzD0h/eL04MVpTGuKh+Pylm4qu4U6rJKQiBu4shjanFI4NokP63CUk87wGf\nFpEfU9XfnLvZtxOSd14GPgn8nfjvsaCqQ+AviUg/fn3fsdJNAQ5FHAHECLdHJbtXAOvdzRp1PCXc\naXtkkLkxefDelDjtCKQzBRSVnR071Zl4CDN70NLNTNXTE5qqX17Mubo14eJCh0FmKb1iEEofyKWP\nncN+Oqul61PP52+OuLjc4fWbQ850lui50Y66h/fNSpGaBLt5rUmOOwi5gZtTj4iQNiKq4Dtak3SY\nCaOOK965OXZ0UxM7uC3TfJTwKNavh4JoisifA35AVdcf9LHcDbWl0e3X3+WgLc3qUz+Om0x55jt/\nH8ml58Noe/EcmvaaTqSUEzTro/WYnEg4vQNc6BFU0/CASR4IjUnQJJw9q01C3nDeQ7JO6LS6MhQ4\naLqkdRnRqoTJED8ewoWPnMp7InVaUZqHD49ivNOfMsmhGJNdfQ18RfGl19h67TcQaxBjWPkLfxUP\ndIshXfUg4Pt9Jj58mGwXQYhwc+ywRhhkhlTAbt/A91Yae6VGXAUkJiGNnY/UZs2+qNo5FX7MbT8K\nTDFEptuYW+9S3L5O+vxXHMsIv8UcHsyo6OuAN1T1SwAi8oPA7yck7tT4/cD/Ec2J/3VUWV5U1au7\nH+ww9UtEvgH4e8AAuCIiXwV8j6r+mVN7VQfgG54e8Fd/epvrwylwcNLO6lKHPDGsdFN6qW0IpZEQ\nL1lUGnwwCWRohyDIK9bWY3CJ6vLZyDessniseozN8CIYCaP20P1U8iSozVVnYqDt0pN52ZGbflys\n9lI+enZAaoVR6SidxiSkEF05Kh1XlsK04vrY8cFWwZdujXjj5pAv3RjyxQ+3+b0vreDpk2x9iO+f\nCY0DX4WT2mqCKcZgLebmG+AcbuUyUoz4zGjAiyudQJjj+1Kn/mxNPed6lm5qSKkJq2GqwfWjiO/z\nwjFY5lap3BhVrI1KrizlWGGHj2qLY+D+17BTrV+HwUnr18MyOr9AYOU/FFvCD+3iSGd1EZMdzM8l\n61AOJ6SXX4TuIpJ1IJp914k/MwsiO2ubR+FPc6lJad0F3Y24EK42Q/LZh4fMdU133Lws0ckpRShG\noZKmedyD9Gg5RYtJMKkfD9HJNoxu4zdu4tav49aucvPX3mTw0kss/94/3DyUz/pQhV1TUwzpmNDh\nzKyQWYMnjNadV4aVUg7OU8jcXqgI3qYUkqCEToBCeG+zHpp2omo//Mofp6Mr4w3M6DZ+Yw2zfJ7q\nlW86lbexxanjrIj88tzlP93186eBd+e+fy9ed9Tb1DhM/fpfgN8NrAGo6q8C//bhXs7pYaGT7Llz\nuBd6mWXQiQENAokNpLFWkqd2rut4CNQj8uYBa6gPnc74bd0BhdmuZOlmQqRAPk/ehbPRo7MeV49K\nx6j0pFaYVMFbc5BZvMJ7m1P+zc0htyYlWWL4mmeX+YNfM/t1qFZfwOcDtLOA1v+mPaQYgnNo0gnN\nhHKC761wtpeiGiyUPOxQ6S/koe4lRoJwMU5gUhPePyPHJ5nbhWNzWmENXOjZlmQ+nLjf9eswOFH9\neig6mqr6X4vIXwa+DfiPgb8VM33/vqq++WCPbicGLz5P/xCelJJ1EGvCWW7SwRATgeJIW02CUMSY\nylhko1J8R765MCOL86Rx7ut6RKNJjjSCnJm4CAj/xkszZj8FaJqjSSeo512J21hD56IzJXYZ/XgI\nVUFxe5trn/uQV773t+GWdo6T/K5IyxRYyEzcnYrRcXFfqbE6MTam9WTNXpNXSA14BGdzjEmCuX3c\nWd39PIeB3bwWuqKbN9Figv3I19FmapwMwbrrnpxT3lTVf+tePPBeOGz9UtV3d3HQ+55p8Oxqn7VR\nwfWxu+s6ytrEM+iknB3kze5kTXQU8Mx3Gj1g7ljZ3pcLNvvl4QaiHhEToyDDfqYHjAePbyyWiNbk\nYWx88t8bE3dHjWiI2gVsfNztomKlG8jgdul589aY926PcV45M8h49fwCL53Z6Zlbe+g2a0T5Arzz\n68jl8/i0i6y9gyycZyoJ3SSYwodXFYi1MdJ0VK0RxLvZSF4Vow5rzLGiMdcmnqnzbE4dC1lC/hBm\nuT+KuEc17L7Wr8PiJPXroSCaAKqqInINuAZUwArwj0Tkn6nqX3ywRzeDdPqsfebXOfvv3f12N3/2\nX3LjtRs8v3ChEYv4/ipmtI6GVSnseB3XjVYjdfdyN+ZIZj0uh0hUTQLWQzVBqikkeSCzEM6EYxSm\nGDsjf0mKXTmPXH+d8vwrx34fzGQDzbrNMZvhLaob7+PWrmEGy0jeCSSwmOC31nEba5RbI7xzfMUf\n/XrKQ47uEwmmzh0LC2n4YHztZsGlhTSkeIgnufUO7wxe3LFLVThImm8NthPe5+3Sc2uj5IWldM/n\na5T+qs3/W/rmL6DTCZqkSJphr3yMcvnyMd61Fg8J3geemfv+crzuqLdpcIj69W4cP6mIpMCfBz5/\n4ldyRPzOV86xMa2CYfldiOa48nz04gIXF3IWO5Ys7ipOnNKxwvrUkVgYTTyl96RGyWd/cGHHEcV5\noUQjoYqJO1awNkXimBlmYp+gTp99mHmECsFmgkGi0bvuT2IPiVGUa3cSg507f7civLMxoZMYnlvO\nuTFyfPbqJp/68i1ubE24PSrpZpY/+dWH27l0v+V3zV7Li98AhBPoWl9kRRhXnvMxTlJcwSTJgkhH\nLJJYTKzlphzThaapsBemccfd+XCyvZgZPhhWbBeeXmq40E/pJtIKgB5tnHr9OgROVL8eitG5iPx5\nEfkM8D8CPw+8qqr/GfBbgT/wQA9uF8QYTHowPzdZQtJNglDG2GZvxw3Ohc5jVJ3vyJqdU56Lr5oO\nZD0+wZWhKxfV3PXIvNlPrO+jGnPPk2ZcLEkkoGk821bFjI+/Eus7S/H5KqSa4NZv4LduY889jV05\nj+n0oSrDCH24RTWaUGwOcZOCxa/8yr3f22oaPOk2Prjrc19ZyhhkYbykNqO88BEu9hMW43V5YsgT\ngzUS0j0qTxHTfCoXfOj+6Zc39nxsqaahM5sEU/70zV9AyzJk1edddPEc7hgd0RZ7YM4i5zQvh8Cn\ngZdF5HkRyYDvBn5s121+DPjjUb359cDGfvtNh6xff5qg0nyaUPC/mvusOge4tJjjVfkHn7v739jG\nxLHcSRlklo41VD6QlvNdy2JmONdNGJeeD4dFGGvHgIkahkAMnSpVTPUpnFL42gidHa4ZtSK9HqGb\neKlTg9LY7athjRw5EWcevUQovTbjfyuBfI1Kx7h0XBzkqMKtccm1rQnjMpyorw4y/sTXP7vnY5ZR\nDb+XwftuWIGpUxZS2dFZFleSxrUfP+9NapJGMCrVBDPdOyTCeWVcegoX8szf3apYG1UsZDFbXmav\nv8Up4DGoX4fEierXw9LRPAN8p6q+PX+lqnoR+X0P6Jj2RPLUFZZfvhYsgsQEm59dSK99ntG1NWxm\nQzRjZ4lqVwfMd5bwnSXs1oczshl/y5qu2hwJlbooe4tGix5NcnAGSYpG/FMLgRrT9uipKerDLAqQ\nNA153/7ggng3SFUGayZX4rfWMf1F7Mp5dLiJH23hNtagKnDjERr9+EyW4DfWsOU4jJrUNwbqgZQn\nB/qUpiZYIC1md54n3ZmSETLaM2saE+luYjjbS/n/3t7kdzy7CITOia0myHQbTTKS6Saox597Abv1\nIX60iS6cpTrz3Inesxbz2ElO7tuzqlYi8p8DPwVY4PtU9TUR+dPx538X+Ang3wXeAEaEkfh+OLB+\nqepN4I+e+os5Ip5ZSPmbP3eDN69t8d7XPr1ndvhm4VmflOSJYVR6LvTu/HvsJcJHz+TcHAXTbxNF\nLcYGglQrzkPnTHeUGmc0GI6bXXZohNE5qojEXHUJ6m9lttZZWyWVHjonWDFUDYQ1NQZv6x1NR54Y\nFnLLuAqpQRujsJc56KRcXOrwiUsLTV31cdQ+n4Z0GImBNcLiHmTPZ30M2nQ8QcO6U5oiNkVrCzxf\nYYphY892u/AYiOtD4b1yqmxOw+vpJGG1YVh6Fg+hMWhxWNz/GnYP6tdhnvNE9euh+I1T1e+9y8/u\n+3jpbihf/AbszWvgHWZyGymGd5AP3bzJB7/0LjazB9pauIULJLfewndjjKiPHc1yAls3w8jWO+zq\nJdSmYWTuqiBuSTuoTfAAqd8Rudic/aoPUZUmQUwtQrJoVR5rV3Eetden21jDrl5Eun3KL/0G5c0P\nUedJV1ZQ53CTcEyTtU1Wv/JF8q//drZtlxxmhBmaf90BeeEdK0eKXbvYv/PX/C/+qy/zbR9/ijdv\nl1wcJPR1jJlsNh1N310C9Wia4xYuYHorjUVTi0cfqvoThGI8f93fnftaOeQZ+2Hql4g8T/Cie465\nuquqByzhnC46VigqT1U6vnBzxGI2uOOErfTwzsaYQZYcaOj92y8P+H/fWCdPLKjcnzwAACAASURB\nVJ3EAMEbc1L6Zhxej8IrAWchs4o1ElyL9jiprD+2DeAldDPd3Ie5U2Vc6p5/10dFZuuR/CzB6Hw/\nY1J5bo0d72yMsUZYyBPOncv5pufOkCeGzVJZzOqt0TgKj29VfggT9P4ROoqa5DtSgNRm2O0b8bMg\n1NbtInQsS68h4UhCF/lCP6EbV4r6ibC8x8l5i0cPp1m/DoOT1q+Hgmg+ahA7Vxyvvw27iGb1yjdR\nTSr0sIswccytJgkj9moalu7LMmSUVyV+6xayeHbH3YIHZ+wAqsxU63Nq87A278JtdzzlKRQc9Wgx\nCQk53T463GR69X3EGNKVFUgydLxOsTlEvWd4bY2nft+3U66+QP6AJzf/zbd9hDdujXZ8gAWB1hQp\nRmh/NXSRYbZH2+LU8QStiv0o8PeBHydoXR4YPvnCGQBK5/eMH1ztGK5vTfnXN27xN77j4F3qj50b\nsDYqcXFNpR5He1W8m+0jShK8MoOQKHQAa5siVyfgxOs1djWNKl6Cbqg+1NPaL6wbjyIhVz2fm81v\nTR3bRcW4CLZqtal7P7OMSt+Ypj8olIPzGA0pciqGQUbcywzHldiZ+b3X46nUWxwOT0gNO1H9aonm\nMSCdYCOkeR85u7djwHSzQA7ZdatWriDlOHT3bBaU2jURrEp0OsZv3ybp9qG3MjN3jyk41CRSggqu\ntsNoYG3QhxkbdjiNDSbuJ4RWJVqWSJKiZVScO0+2uooZLOPWrlFujSi2RlSTguGHQ8xzr/L+yHOx\n/2DPrJ8aJNyeZMEg2kh4f2wg+6aaomn3SSkgLe4PJqr6Nx70QQCs9jKeXe3hNaTNTD17Kpn3SsTZ\nCy8spRTON0bwTS563NusdyBVJZLIQBYDsQyPodBEx1ZzTLImm/Py1tOeVBoJkZe9KDacVp6R+rCv\nGa2gupklTwzOB2/fF5f3FhPeL2wXwXDdGhvXFFwoYSbsnradyxanjBPVr5ZoHgN2aRXvCjAJPhvs\neRtXOG6Nyz1/tid27SrVZFLLGHlpbLAIWrEhLShaIdV6rnnyWVuQQLQ+Uo/ILj/N6fjwx7bvIRvU\nmGAWPxnh1q+Tnz+HGSyjVUm5PcQVJdWkYLK2QTmp8INzZP7BF8EUz8VB2tgladrFTLdxS5dwS5ce\n9OE9EQiChwd9FPcNf11Evhf4p8C0vlJVP3u/D+TKUodx6UitQaNYZ/e49+mlLldvHxy1W+OjZ3I+\nd30cohuj7yXMMs6xtbglGJM7I1gNohiv2pDM2ivTwx2m7AJUPozOsyOsztwNNWlNbMj+Lr1nuwik\neXNSNkRzqZfivbIxqXhq4cEngU2cYo2SmECUmy4xcvgUtRYnxhNUw05Uv1qieUQkt97CD86iaTdY\nCu2z+P2tf+d7gkn7IVHvJ5rJRoyXNPjJED/agqpAOv1GvFOrzJtIxbQDc9nparKQuwtoHbdoE8RF\nf05jEWNI1r5EtfrCsd4HAM36GJui5ZTy3S9CVWKfuoLfuo1bv07S62DSBDeZsvH2Blk/o0j7rN7n\nKY74ChVDhSErh80i/yDr4TQIG1QEzQ5OS2lxuniC4u9eBf4Y8K3MRk8av7+vONtLud5NWR+XbBae\nzAr9XeHif+hjq/ztn/gC//Qj5/i255cO9bhffb7Lj75+i9RIE3cJ7LArchrSbzweVUFtyDr3scvp\nieN1DbGUXpXaNdOIULhgp9RLE6Sa7mvzcxhkRhjHdCMrwiA3WBPfl0nJh1tTrm9NyRLDucWcrcLh\nVHl24f51M6u5Pw8XibnT4ABQRjV/PwkZ6JXRI+1+tjgdPCE17ET1qyWaR4TPF2LeuN9hz7Eb6Vd/\nC+N//sP03/9Viqe/6vBPEPPNxVfoeNiMuqXbR9I0+GFKsDZqRuc14ZwzcVebBGGRodnbVDEzQ3dj\ng2r8JLAW1QSYBnHUyvmQDjQZIkkGxiB+hElTvPOo8zyIOlgv0SfQqDTNdGuHoEhUm5+1aHEP8IeA\nF1T19NISjoGtUukmhqU84fp2aExU+7RkXn5umV+/unloognw8XMD3rw1Yrtw5NZEgdDO7mRteVQQ\ns7yjyjp6biBzC5m1FZI1IRmsHs+nRsJ6UMWxyWZmDeNqNpQ3BAW6EcEpFJVnXFRAwhc/3OaLH2zy\nk9/ziWM913ExXy/rrxOBSsOIvCaWuTmcCKlFi2PiRPXrwc8wHzWYuUhIY1Gb7On7WK2+QHr+Etd+\n8PuP9PA+X0DKCRKjHAEkSYMvZZLNyGRtrREjKxs/zSZ1I3ptzn8/fyH4sZ0IVRkN4Q1msIxZWEad\ngyTDLCw3np1pv4OxhmJ4QmJ7ijhqznmL00c9djrty0OK3wCWH/RBZFboJMLZXkaeWIyEncq98PKF\nBT779tG8dl9ZyZqc8NKH/cw0ntDVtkSq4Tmd1t3LnY8x/6FUR1AWTplWISGok0QP3fqk+ZhY7RgK\n53f4F1pDQ46dD0lj46Li7ZtD/H5v1ANAcswYyhani3tRwx5SnKh+tR3NI8JHBbLd+jBkaJsEqQqS\n2+8FQ/Z5O6Nv/mNs/cg/4cwRn6P6hX9MZWwgmIurmP5CIHE2C16Z1QS1KZ6QAW5tGoqzzoqv+CqS\nSo+6JIiFbLVTLKT+RONzt3wJKcZYV4a0oTRFswl2YRn1Drd2DdtfYOWjz7Jw5QLl8OR7oS1aPKJY\nBr4gIp9m547TfbU3qjtfeSJ84ulFuomhmwhvb5Wc7SY7Rq9/8bdf4fk//s/gD+8dsLAffsezi/wP\n//JtPnJ+QC+N1utxMj/vfeFi1je7up2e+gNc8QQVeu2Bu9xJGKTBeFyTLqYYnki0V8ZdR+LKuwis\ndFM2phWbvZTlXsb2pOTWjSFJavni7YKXlx/8jmaLFvcZJ6pfLdE8LrxrRrJ1nrj71X8O3/RHdtzs\n2e/8PaR3iXuUaFw+nz1sls+Hvcy8i+ktIN3+LP0HZkTSZE2RbeyL1N05zo+FPNgh0TwGBNN1u/HB\nsQQwmnaRIpLHWiWfpFCVYQ+00wdjMcZifRidy8//IPqN333k52rxeOLhPYE/dezrtfkgMMgMVoI/\npTVCZoQPh9Ud0axJZ8AvvL/NNzy9t+gRQpxj5bXx4/zptzbJEtN0K320LKqN3JPY2RSiqjxmnEts\nK9aqdBO7n7UqHEJHNrFRvS4SanDcuT4OjATPT1LTWAN1EsMgS1jspJxfyMkSw/udlLybnLrivcWj\njyfkV+JE9asdnR8TUk2afHJNclQMH/zkz9xxO61CfKSUs25ecustzHQrpALF3cql3CLVFFMMSS89\nh129GDLD+4tIZwBJiiZZ6Fh635BbYBbn1lzhd120GaHrfHxlNPy1w7VjvQdqs0ZoI2kWfDMnI3z0\n1pQ0xfQXsCvnSS88Q37+HNN3v4x86keO9Xw1pBxjiuGJHqPFQ4B7MDZ/WEdPqvqzwBeAhXj5fLzu\ngaC2v5lWShoFJv/nr9wZhbx04SwLWXLHiHpYKVulhr9/gjpgbeJ5fb3g3Y0xZ/rZjpF5akxjl7Qf\nWTMSTdq1VqzPLtZEkmnqJJ54J5Egyjwmrm5PGZWOotJoyxSu76XB7ujMIGO1n3F2tcuF5Q5etclJ\nPwlOEp/Z4iFCW78OhZZoHhPV6gthLzLJQ8KOGC5+8yewv/ZTO25nOj0YrpNsvI/dDNGVmnbBx3Sf\nGCVW+9jJdBvNB5ils5j+ApLmaJrHjmY0ZzdhR9SIzAZRe+0qNfuccsd+Zrh+RjiT9XeO9T7UoiTJ\ne4gx+PEwpBlVRdjfTLLQ5TQW6S2i3rP5K798rOcyxTCMytJuK9xp8UhBRL4L+CXCUv13AZ8SkT/4\nII9pIZUmXnKQGZ5a7vDm7Tv3qBc7lgrDxCnDKlwgKKBLiWk1CluFY30coisHWUJuQ5ewkxjyJHRQ\nbexmGtmpRofY1RTZ0SHarW/ROEKvlb51yMX8ifxR0EsNkyoo2T3a7I9aEfLE0M0sg07C+cUOZ/o5\no9KFDuy8T/EhMayUqQ+CrKMkm7Vo8aBx0vrVjs5PCW7xKbLf+u8g0yFy+z1ksoVu3sT3F/HDrTA+\n7kxno54kbQQ8muYh+tBXqEnwvRVwZYgXiybusxiLWWfSqAt7mqphVO18E0k2Tyg1iTtF9Sa+rxBq\nIZAN6vTp8TqEmvfRcgTWIuMykON6xG8skqZBxLRQoNMJptunC5jXfw6/fRv/td9xqOcx061WwPMY\n4gmxBgH4r4BPqOp1ABE5B/w08I8e6FFFLGeGP/nVT/H3PneNj1yZ4BYu8L+/tsHyuT5LuWVjGq3V\nYmJPZsPIe1R6xlVtzh68KK8sdSmdJ48EsyGZ0UYos4Fwmkg4RSTsXAKpaZIcg9pcggrdKwhKngTy\namtREYY0kk2OYXd0tpdxdSt0NWuULsRRWgnKcwjCoIV+wtWtKS+tdMBaEuXQLhrXx47CKZcHSasO\nf8zwhNSwE9WvlmieIsqzL5G8/nNI2kVvX8dtxJF0mqLTSfDVrG2Jmg5jKDriK4hnyZp2ZkSxVpXv\ntYMkBtW5wlyr4dU3z9M8BqCpAVdFwjlnhyQeAezmtQOz2feDikGSHLMQ4xpjR5MoasKE19GsiE5G\nYCzZu5+leOZr7/rYZrIRXk+LFo8uTF2kI9Z4CCdKvdQyXH6O7niN7UnF0xf6qEIxp7ieEUSoIimb\nV27v7lbWu5kQyKVt9jLDz1UVE3cwfUzqci4IgawIlkAsUyMNybTz+eexloYx/tGI5iALI/3SKdsa\nd+19eE1lNI8HyKISfX1cRh9QGJjgv+u83pVw3hw7MiunZjLfosUDwInqV/vpfdo4+wwyHYaM8maP\nMg1fR7W3z7pNtnmDmvTZpFGXN3nlNmG/Zfc7SpermvzbhmDarHkOEYN6Ez4V1DfPo4CZbB6ZaPp8\nAbN9A2yGpj4KksLjze+RBsIJdPtBSOUdFBPKd17HLj+NW7iw/5O4Ct85vJdfi0cD9W7fE4KfFJGf\nAv5B/P4/BH7iAR7Pnvidz5/h+rDiOSqyxPDRi4uUXpnGncLECIo2lki1z6UnEEMIRLJkJgBynqab\naUVIYymr/+/n99LqPc15zBNXX59YxzvZyFj1mCeil/oJv3I1rAsMsiS81ipYM9XpRs4HwjuKqwHj\nygOGwiidfQI75vHajRHffKWdxjyOeIJq2Inq10N3Rv2oozrzXBh/DzfRybDJA/eTYcgCH22EG0ab\nIrxDqqLpZlKPgcSgaSdcktkl7GkGg3bxVbNgL94hroxm8g4pJ+ExawJbC5dshqa9MPLOuvi476j5\nApr1sFsfHvk1a9pDbb0KkO5U41dz/q6xw9mo5+Pu5s2//z/d9fF9f/XIx9SixUOG68APEBI2XgX+\nN1X9Lx7sId2JCz3LuPKs5edY7WW8dG7A1tQzLMKl8oE4Fl7DJXY0KweTMkQ3un1GiVbCpd7F3G3i\nXqPu/qVmZ1c0kEDP1CmlDyTTiuCTHLVpEAaV4yN7a7682o/xk4FkbheOUemYVo5BnjDoJCx0Qk3b\nnlS8uzHl1rhiu/RsFq4h4Xvhb/7S+y3JbPE44ET1q+1o3gP4zkIgmD50+CRNG3KlzoVEHlvvMSao\nRiW5YVYk6/E3zEbsdRLQXCdS5ou6euqYSrxDXIyejMrQxgakFgeZBMTHEfxMoX5UqE3D8UAQKrky\ndCwhvO6YblR3dfEO0+2j0wneO85+6+/CXPs85VMf2/G4tfVTi8cXT8Z6EwB94C8Bt4B/CPzCgz2c\n/fFUP+HGyDVm68F8PYgPnTdgNMy4ock2r43Va8W4jWPuoDYPj1t3f+o9z3kPzXoHs76v9eCYqc9r\n0il7dBCdV6yx4eTbjcPU6Aj73AuZYamT8N5mUK/niaF0ihfFqSezhqVeSjezdDPLxqQkNcIgi3Z0\nwNTPEnpqvLVZ7ojibPF44gmpYSeqX21H8x5g3pNSkhnJlKyDWBsInXPh0hDGmiBWO8lmRK0ObzqT\nMht/K+zYU6ovgdR5cAXiisakHZjtfJpkJkoyyb7Z7XeD76+CK2evq5qiZRFSgrxD5+2Y5gloTDyS\nJEVvXye9/vqOx5UjdiZaPHp4guyN/ltV/QrgzwIXgZ8VkZ9+wIe1JxazkOxT2xONSsek8jsM1D2B\nYDoPRRXGzH7uEzc1coeq3GsghU5nxuz7/X/t1stYmXU6czs3ft99ou0qZLJ1pNd7sZ+wkCfNDmhq\npBEdhWMRlropg06CNcLGtGKrcFRNR3fvGM8Ptwu+7vIDD4NqcY/R1q+D0XY07yWqArd+Hdm0QQgU\nkXT6M6shVwSyaGzsakbBjgkdR53rQHoEsSlSi35cGUilyagUklpxqT6Mzuuv1Qc7pSzEWKp0gsCo\n7rLauaQLX2GmoVAfWeVtEsRt4YdbaFUgSTSUd+OZZUl8jWIskoaf+9EWOp1ggSTrUS1fRlzRWhi1\neBxxHbhGWKY//4CPZV8sdxJ6qWU7kiqvgUymxpBawaqgGhTaU1eLaMJ9a2sgmO1WOq+MK09qBMWT\nREJHk3E+i/ODKDTyxBhLyDLT+GgmhJrmTegWindIVUWZeoIag92+gRucO/TrfXk549PvbzDIwuv2\nqjgj0XReG1X6uHB0U8vmpGRrmtFLLaoep3Hcn1kMys++s9WOzFs8jjhW/WqJ5r2CD5nfOl5v9hJ1\nuDk3SiYSTYcQx0nqZ01M75vYtnkEhaPZkYZhYsKHzvtlGhOsjmLH1Ey2cFl/ps6M3VFvQ7FWDVGW\nCs2OqBzRLmR+IV+itZE6FzLRa5idL0pseD90MqTcXMNu3yZ9bsLa4gss7vH6Wzw+mPdDfNwhIn+G\n4D93Dvhh4E+p6m8+2KPaH88sJPzG9ai+jgxySti/NF7YnYdiRMAoFml8KIFmbB4eIozYa9P1mlT6\n+HvgCeP0+vq6gykSxtm5IZxsx3rSjOPmV37q2ujdkeN1B9msfoXXA6kVShfz1isfO7K1Kt3j1FB6\nEBde87jybEzdXZ6lxeOEJ6WGnbR+tUTzHsGuPoVbvxH2NGuiWZVIEtKCJLNNlGRN7pRYJ3crzGuF\nuLHhy0goRWKMZKz7qtEz05VI3NUUF/w53do1dPW5xmC9tjhyc716sSlm3vboCKNrzbpBeT7eiN3Y\nYGeEm9vPZOe+KoSdVQC8w23dRpIUO7zNeu6aSLsWLR4DPAP8BVX93IM+kKPAiDAuHUlkjKVTrMx2\nNGEWD9ncZ58TxNKF7iRpnWYWCJwBnM5HUOqOna6gVBeC1ltn/sIQapRNabS/9QqRK8BmmOHaocWE\nZ3spG5OKmQtRTYiDzVFNNIvK49I6SaheBQjj842pZ1h6FvL2LLnFY4UT1a+WaN4j2DNP4WsfTWOR\nuhjPi2Ki+Cd0NGsxjoBNQkez/hlxX1FDnrnzihGLMbM9xlltrJeXXDMy98PN4OmZL8z2HuNZPyYU\nSSOhUKYmCer1I8J3g3+mhWAAn3eiYXsYy2tZxLH5nOrcu9DRjO+LL6qwx5oezQuvxaOLJ2ULV1X/\nywd9DEfF2qjAafDWDC1JE4mV7ti/rL82Is3O5O79zN2oCRpeUAEfLYSM1IKhcC5cq8+9Rq9K9SEN\nSGfhFEFxHq3cxITVonISTrrt0T/ijEhw83AeHzuYNcmsYeNrrTu1FUIpYT1gUvrwnrV4IvAk1LCT\n1q+WaN4jFJdexd66Bh++2whiJHY1/XiIlOWsu2fsjFzFQoox0fQ8FM7ajN0mefCti2lAqEG8I1Uf\nl5yiEGg6RPM+7sN30OkEvumPhIef65ba4TXSnsEkncaQOUnmzOH3a03sg0aE1O0jWbeJh9NiHAil\n3Uky8a7paEqSYjsZ6XMfozpzhWc7rVrzScATMHV6ZPHJZ5b5519aw6sGgYzCpPIxuzx6Y86pdgy1\nMjx8P29ZlJqYCGRmo3MIJ7f17Q2z1KFBbphWnq6fIK7CJ3HfUQyadlEguf0evrvU1Ew1FmyKeEdS\nTRFXYoa3DgyEqPHccoffvDFiVDo6iQmG7RpIcDezzWtdzBO60Q5pVDqsgdzCpIKNaUknMZztZQc8\nW4vHBW0NOxjtbPIewpy9jOn08HGnSKsSqiL86x1axs6hjwr0qAoXXyHReF1cFZSUPiy7i3cYdEeB\nl7o7GS2N8BU6HVM+9bEgslnd24Rd0xzxVfN4jXXInNm7v9MSfl/UyviaZGJt+NfvsbO0y8wdY/Fl\nTEaybZFu0eJBYyW3XF4MJ6G1KKa+zMMgGCKJtOxQb9dj73rfMtv1szoVt1ajh6kKmGJExwpmtI4Z\nre95fG5wbrYXHuuV8xoIZ+3MYQ9/wnqpn0QrJ22U9lYgtYaONSzmCcvdlEGeNElFtUhqVDq2i4pp\n5SmdcrHf9nBatKjR/jXcQ2jex3T7VJubJMZEb80gjtEknWWCEwU4Tma2RUIgYyJhfO6rQPnqyEpo\nRkg7LJJ2kTq7tLpTjDMH313BTDaC9ZHJZpYixjb7mV4Vw0x4dOBrTnOoJBJfaUb0TefSuNn4vN7b\njAp4X1b4jTVktWj9M58ABJVx2w54WNFNDVeWulzdnjIsKrxaam9yr0H4U+9aSrzU428Aicp0gMTQ\nREfWO5Ai8fxalSqOoEVCx9OMt3FpF01ypKj2PD5NcqSazgRAMrf7XZ/okiLlGJ/1dnoO74OLg5x3\nN8ZgTfO7GYixxcQXVls3GRFK76Ntk2fqPLltu5lPEtoadji0RPMeolq5QvL0i4zffhuSDIpgOaTT\ncRiNQ7AByjpIVgUD9Zo4embG6uqRYhwERflgzqx9POs++mqWY24SzMIZsvd/Fc07VDev7XuMdbRj\noh4vQWzkTBqe2gfL5Kka8iPYa4orY3c2/Hp559BiEnY0vUfSFMk6qLeYzOC9R6qC7fduMFn7Jyx9\n/FuP9X63aNHi9NBPhBdWcn7gM9ss91LsQNiOpC84XURD9hj0beayzEXiLrmRHQRUZGa6buIHtFMo\nYrZ5ZoN9kdoEM91CqmnoaK5c2fMYa1eM4BsMqXpUE9zi+TAVKoYka28h6ikufsWBr/kTF3v85o1t\nIPiI1h3ZxJqGINc77aMyJAh5DYlFN0ZhZ7S1NWrRYifa0fk9hixfoPPMM0EMlGSzhKCynJGvqgxK\ndB/H5Q3ZdNEIXRsDdnExrrImlvXX8wrxemxEMIlPn3k5RLPd9UANBo17UrPrIHxgTO4Ss7YD0fuz\nNoCvj0OLCX48RKuiWRmozewlTZEkY3D5HMOra4d7nhaPBfQeXFqcHvqJ8PFLi40QpnTB7mh+jO73\nedftLpJZo04TCvKiudvLXOykzaKn7zbVh+9gtz5kq9z/f7fZ0fQOFUGzPpr1gnfwdIjfunXo1/zu\nrRHro4JpaLM2Xdy6i1ljVDqmzjej9qLy9FsR0BOHtn4djJZo3mP4fBDG10kWTNvrcXkkXOodvpig\n4yFU02ZXs84ybwQ29fflJFyqYrbDOY/5Nn5N8sppo9A8CCoSDJB3jQN8bat00OtNu2jWDSN0kRAH\nN9pCx0O0mIT9VGgSjjBJ7Oh26H78a7jyH/1RsquvHepYWzz6eFKSgR5lvHimhzXSkM1aee48lN7v\nKDle63Wb8OEy38mEUJ4qF+5b328+9SeLRFPr2lCOuf2LP49UUxbSu9cfiTZwAM7m+KyP7yyi4yF+\n+/YdyWP74anlDkXlGZd37pan1jS7mdOoSodgLF9UnvODnLWJZ336JGiRW0Bbvw6DdnR+j+GWLpE+\n81EY3catX0eNCQr0JJ0pr2PmN94hfY/YkDbRjM3nupVSTZoirDZr/DB3IN5XbRbuW5XNiPwgiCqm\nHMdEIkOa5KSJsFl4tgvPIDN33XXy/dWg9iy2kXKMW78OgFlYQb3DZJ2otk+a55AEzELoRvhigt54\njyTrHslsuUWLFvcGH13tkttzfPr92wBRGETcT5TQ+UtCprlRwRFsznZ3MazMrGDqfPRaZd5JZjue\n4YsUqgnTL3yGzbeusrjP6Hw3NO02wiJVpZPkVB/9ZvRnvo/qg7ew534D/eR33vUxPvXmGtYYLq90\nWY37lrUoKIiYDJPKN0b2zikb45Ki8qxEtwz3uDKGFi2OgbajeR9QXvgIkveQJEPybvSv3Dli0TKM\nz3U6Dl3N+Z/NjcJrklkn/Oyp6IZmO19tFjwsjwCf9YOFyFwqkEhY4q/HSXdFvR5QJ3j0FprYySYl\naU5ctMOg3rtw23KKKYZHOu4Wjx5CssbpXlqcLs52LRcXMs718yACivuX81zKR+LoY/qP83qHv2Co\nIUISvTGbXc3ILU38ulKak1AdbpL0jyYMTARyA52Z8zr2G/8A+au/DS0muB/9n+96/0EnZVxUbE2q\nHRZN9apAPT6vvy998Ni0RkitNPe5Pm4Tgp4EtPXrYLRE8z6huPQq6h3S6QUyVRWxo+kbQqZVgU5G\nQQVedzTrJJ9oHcTc7mPtrXnH+FzqZJ6QziPLF7Cb+wuCDoNwRh+MjKsD/hgaYuwdYix++zZ+Yw0/\nHs4Sg2oR03xsZhKtSLyf7aK2aNHigePyIOG55e4dZu31viXE9ZqabBKthvb45DREYik7r5s9Jqix\naNrFLK1y9itfJH3zF050/LfNAn71WZLVpxjf2NsuqcZCnjT2caXTWfqPD9GTPkZQNrumcWwOoSNb\nxdu1Xc0WLQJaonkfocNNzMJKyECv5jqYc11J9Q4tp7Ou5jzZrDt/DUkzMx85X0ewze04QaNul2py\nomOvvFKvSF0fHUAA51KQ1LtAMkdb6GQYSKTZ59eufg3RCqrF4w0lCElO+9Li3uATF3tYkZjzrXF8\nrE1Cjuoc2dRo/cLsOlWNmeYzzCvR6w5n5ZVx6SlN2Gs3nR7VtXdOdOwTp7jBOeT8FZLO3ZPHrJGG\naPo5Ir0X/ByprO/j/OMr6mixE/eihj2OaInmfYR+43dDf5n00nPBLzJJ8ZPRjFTVRKsqZvFqsZOp\nc6RS6k7fXJxjMHkPCnWd64CqzfD5AM36JxpF12keNdk8cNk9HqtORuH4+3cMjQAAIABJREFUouAH\n4khdfWxrRA88VyvRs2iBlB96r7RFixb3B7/7pTNcWepQOs+odGxMK7amwean6fBFYul8II11h69w\n4eI8MSd8RkLr7mbhlPWJ472tUA/synmSS89jzz1NcuutYx93PUYvz75E54/9ZfRnvm/f225NKmw8\nGa47ll4DkayV5wuZpWNN462ZJYZBJ8FpiKHcnLrWtL1Fi4j2L+E+ozz7Epx9CfnSa0i3D6OtZpSu\n3gYj9rJEskjGaqFPbUpcQz0xWTzeThsRUHP7eoR9SLP1/aAiGJmdafXSuz9ePcrX6Rh1IX6zIdF7\n7JSK+nAbguWRLyY79kNbPKZ4jHeSHlcsZ4avPt/l+z71DucXcp5e6dJJDKkVSqekVmInUzEIXkEI\n7U2N/pr1drrqzoSzGuPKs11UZGWJ6S8geQctC8xk61jHPPU7Yy8hBFmYW29RnXnujtsXzjddTTu/\nJuAVM7f3mViDjePxLDFk1hxuh73F44O2hh0KLdF8QMi+6pvx198GaMiYxK/xLvhqVlHEMz8ijxD1\nQZkOO0mmCCE1mOa+iOwQFB0V24WnnxrqgZAByrvV02jY7kdbwSu0KsIYvQqrAVIfl2o0ca8aBX6d\nGKRZ71jH2uLRQrvG9mjiT339s3z26ibro4KVbooRoZMEvbkkoCp40UaFDmHMKEozRzOE/38js9+D\nmtct5SlS3A4BFUkJZhxWio6J3YTWrpzD75M+9vr7Gzx3YYE8MaGDaSR0NU3tHRr2SK3Q7KvaGKtZ\nesWVjnS/9aAWjx3aGnYwWqL5gFCefwXOv4LZ+uFo3B7U1rXFjzEWk2wjVRpIZpoHE2Pm9i9rQZCv\naKq3d4GE1hm/TeZvMouWPCLhDP51s7+mcRVGYXttXtjtG4h6zHRIeeP94A8KSH8RqWM3jaUJOfYO\nnQxDF7fbR7IOfrRJtXz5SMfYokWL+4dXz3V49VyH19cLfvHd242Rey+19FLLQm53xE3CbDwuXht/\nTTvnsVkrzy/0EjIreD9A0w5UBaYcI8WI5PWfo3rlm450rPle5S7JKBeemj8l34FuZulmNlgyeW3a\nsKmRsJsa2YUV6EWT9tQaNiYlG9Mw0fnExfZkuUULaHc0HziS808jnX4QykQSFshY8NtsjNrnM83n\nTNyBQC7r62rELqjaJJDMOQGRnFDNLfEDYq89TY0jfp2Odto4eTf3+kzzQI1HqDFI3gu7naZN13gS\noLT2Ro86XlnJuLiQkyeGzWnFeiRaW1NHUc2U2a5WavvZ7qbzMz9NmP3f2Wh9pGk3WK1lPXwezNcl\n75K8/nMnOub05huQ9xnvM+bO81n/pYyenMbIHbZG49IxcZ5JfJwQy0lj4t7i8ce9qGGPI1qi+YBR\nvvgNJOefDtY/3iHWBjP3GnUMZVWGRKDa9ifuZcqcoXsQAVnUpoFgJlkkbslsx1P9jhH6gdGUe6Ae\noq9P9vCJMwZxxcy70wTbIomXRpHe/GX5GEOZhUQhkyBJGj4MWrRo8dDjueUulxdzShdU6HU0Y4hl\nDIrs+lJ6P5cqpE2SEMw6mz5aCU09lBh81kOTDpp18avPohdfmZ10HzLxbB7Vm7+GZl2G++z/jIbh\nMZ1Xihi3GY5LmzjK0im3JyVrw4LNSRAupTYkBhkjDLJ2WNiiRY32r+EhQPn8J7HPfxL57I9jV84j\neQ+djoKYBsB7TB9IcnzS3zn+Vo8m+U47o7nuJTATBGnMTBdDGYdGknSbhXdRDQv7dzmtMsM1evkZ\ncoVuory1WfLc4owYJze/jB9u4bdvI50+4h0kGSaOxcOD2PABISbEY3YGoWORL5Dcfo/q6ltk5589\n1fe4xcOJx9XO40nCKysZkPHFtVEgmZUL+4pJqD92VzsjNWH30RowYlAJ42hrJOxtorEmKUaCkKeT\ndLFpGEUbDetBUk0D2SzHIIYqX+SD7ZJx5Xl5OdvzWM1wjRs/+y85/9Gvx4rw6aujO0bceTelqIIJ\n+7hwZN1wvKVXyqLCe2W7qNieVAw6CQt5wtMLHawRNiZlWB3I2qnMk4K2hh2Mlmg+RDDPfkX4lXXB\nqkjLIoplHNg0CHpirKTOjcB92g3j8XmFesR+AqAw5tHmT6Qml84rU6f0k71zhX1/lVTBxJFSboVS\ng+1RdvU1SHIknSCdHuIcWkxCNzPrzLqZ3qG+RIwJZHpwBs36jb9odfsW2X6JRy0eKzyuo6InEd94\nZZnrw4K31seUXrGxg+lVIlHzWBGc94FkeiE1Bi/BW9PO2Ry5WngoIWPdiCExQameGENiDKLjsL85\n2QCTYE0CpAyL/WuH76+y/f4NzgODzLDcjR+B6vlg5Pm/XvuQqnRkiWm6sBDH5bHmWQkj/7ODnJVu\nSi+1LHUSvCqjMlDlFk8O2hp2MFqi+RChzva2Gx9gvEOKSexoOnQ6ioStG87i522MzNzXNeLXzVgd\nZruP6kM/U6QZC9Uk1YgFlFGl9PYhm0m0/fDqITXB1iQRXH8VO1wLnpkuHD8Qs81rkumjUf0EXxWB\niD71Mr6zGI7BO9ykgPHmsYRLLVq0eDC4PEi4PEi4Na7YnJSUAqUzeAMQR+dEP0ofUnQ6iW92G1Mz\nG58bJHaKQnfTmvnIy8BIszoZrSoRPwb1LA6uoJrywbDi0j4+lssvPQ02JTdwrpegIkyd8CtXt/j5\nL95sojLnUZNMCPuavdSylCec7WX0UkuexDpogjDTiLA28ax22vrVokVLNB9CaN5HfYUAMt5EvccP\nNxFjkTpZx6b4vH/HmJw50dD8dWEQlTV2R+IrjEmiIEcbsVHgg8LG1NFL9v71qG+fxplY3YXw3aUQ\nnzk1MA7iJsltozbXaGGk0wlu/Tp+tBWSP/I+Pu1gqimSpFSTaSNwUrv3CKzFow9ltp/X4vHB1zw1\n4Np2ycY07C56pTF4D4RSSK0J/5YujNFFIDUNwVMJe5wATpTMzv+eBD/O2UqQR4sxUoxZWroEecJm\nsX9XsXtuJeywqyczodZtF54v3hxijXB+uUOWmB0JQW7u6UsXyO/ZXsZSJ6GbGgyCFQ2WSNFPtHCe\nVgbxeKOtYYdDSzQfQvjO0o5UnPTLn6L68B3M0iqMtlDnkLxDcu7p6D9ZoUkHakujuRG61h3PpgNa\ns0KHeIfdJSYSVfpJTmKSfbua9X6liKGTmB0WIVKMYbyJFhNMpx/V5NGvbjpGJyO02GL8xhe4/eb7\nXP6u76LKFxBVSpOR/P/svWmsJFl6nvd850RELnetvaurt5mejbPPcDTctyHHlGlLpARBMGlJtGCQ\nsK0fFuwfpmgYhn8Iln9YNmTAtghRNGFJ1gJToiALMi2K4DbmSPSQM+Rwlp6le3q6u6qrbt01t4g4\n5/OPc05E5K1bVbf2utXxAol7MzMyMjLvzZNvfN/3vm8+wuY51Te/innmAz3R7NHjhOHM0HBmOABC\n6MIvfPYKT60OeGVnhvPK6iBjkJnGFmiYGZwq89o05u/dPHVLyA9P3+eplY7NG9u21OnJL3+B06MN\n1k+/QBVFRUO7vIaN/60fx/twIr5wnuszx5XJglPjgu999zkAChuqkrkVhp0h0+SpCWGu1M0qvvP0\nKgCvT2rWioxpFVr3C9cTkB49oCeaJwLV274Ns7uFGa7g55PgTVmXOGPRusSsTjCDEQxW0OFaJw0o\nVjIl61Q3o8IzqTWT1VEkjogBb7GScdSkk927HCquJiPLM1RCEpAs9pFqEaqQgBmFmUsAyduUH03t\ndGtw8wX1ez+x/ASxvT//xsuMP1am76oeTyKUpmrV48nFX/zQBQB+9le2GBcW55VRYfFeWS0yfCRm\nZGB9HN8xLUkLc500t4mExCGNa5ZmRTiZdg5xJWZynUwMZrSB5qPQyYl4aafk3eNT0X1Dlsy2T41y\nFrXFq5LHSmYWK69VjKHMjeBEmM4rvrY9bV5bOs4UUblw/oY0oh5PIPo17FjoieYJgf/wj2C//umg\nytx+EzW2sUTy7MB0H1MMMac8mg/wxeryDjptpq4nJ943SnS10QpJPdYKVuGV/Yrn10KlNLv+ctjH\n3CM2R13ZbC/VItgaiUGGq03rPmS026B4h9BCB/LNTVYvnVs6RCOCZgX1fMHuV1/j+R+7N7/PHo83\n+rbTWwvvv7TOK1tTDuY1Ze0pC8/6MIhprKSWtJIbBd+paBql8qF9LQJCEOM0XsHZMJwwmxrNcsTV\nmNkuUoWT2ur8uwD4J1++zvc8t4kbbWLKaXDEIOxzrcionLLIWk/MKkZR5kbwlWsSgRJOjTo2dMAg\nE1YHhoOyZlq5GyqpPZ489GvY8dATzROE6m3fBoA52MHPJviDHeypc2hVQT3BLcLCatY2Md5Hs/Yi\nnPFD21LvIBi/K41SMm4j3mHF8NRKHszgy0lQhsfZSepFYyuiNg/+nRoSjJJpe9hRNIl3JaoZMhhi\nAHvqPBvvX0E+/Uvot/3pcNwo9ekXWH3xbfzBL/w2z6xduOF4e/TocTLxE+8LJ5Z/5w/e5KtXJ+xM\nwwznqVHO+dUBEEzdKx9sjYYxApK6jb8dZuH33AWfzaIYL51ASzmNzh1V6K6YjIWHaeX58FNrWAOL\n2jPMR6gIuXEMM8GIxakuZZU7bbPLK68NEYaQAvTec6vslJ7NInSLNgvDZmH47W/sMM4tZ0e9xVGP\nHtBPKp9I+I/9KNmZp3C7W0jyqByMorrbxpz0BVItwJWtufGSsftNzjE6avUsJgAB4OqWZDbV0Bpc\nibhq+fFp/+k50qyoGMgKZDDEnnkKs3EGt/XGjYfwyZ/i2/+rP4P/Z//T/XrLejyWWE6OuV+XHo83\n/twHzvO9L57hla0Jn39tjyv7C+Z1SNipYtLOovY436bwpEvX7L32SukUzQbB/s3mMUVoFR2u4Ydr\naDGisEJhhdWO2MgjjXVRZiR6dRoG2fJXYpjTNAxsmB0FoqhJKawcaW3zE+87x//wy3/Ef/+pVx/s\nG9njMUC/fh0HPdE8oajf+wmqvSlAsBOKF4wJ/puuauMdO7jhtsP5b0u3BbKJ+pgyZG/w5RT1gcw2\nN3SER83+UnVTQjpQViCDEfbMRYp3fPDI12fPPEX+wnvItr6GPbh6y/eiR48eJws/8Pw6L55bZWda\n8sbOnEXtDxFKQoqQDz8rH9aQRDbLSDJLp0H0Y3LUFvh8hGaDGF25gmZDxDsKK4xzEy2Ugq1bWvEM\n4YR6lBtWCtuIkWwUA0GoYCYbpipmtQ8iga2P4Abloua3X7rGl7dLrs16T+Aeb230rfMTDi3nDcGU\nJlfco9638ZTeg7QEs5kcWvLd7MwTqQeVsJ2vm4plGr5vtpGoN0+t8i7J7LbPo+BIbQa+CPtILfp8\ngN19Hbfx9PILi69FDq6DGMxiiB+s3fX71OPxQz/f9NbGf/wdz/FTf/+z7M5KDsqajUHWeqVBG08Z\n5zWNKMYHo7YaoXTBW9MIWNFoRdRWLbEWY0PMbapaAh0T9kA6u8lFQQSUUdbJbD60zHdrx6L2TerR\n+iBjmBmEkNueHZrHtJlhf38RW++2sVtaL/razpOEfg07HnqieYKx+tFvp/rmVyjWTyNJeRmThDQK\nhagWWO9DSymPNkMd8/Rw3bZCoARV0NgqdyVSl22EZdensxNviUiY1/SunZvqqNqbFnqdFO9h/3bv\n8g1E06ysYUYruKuvkRlDffqFB/dG9ujR46Hj4krGD3/gKX7vlW2uT8qg6FYYxO/tpPI2EtraXmHh\nHMYLLpq750ZQDX6XaX5SRJrKpRWw6aTVh+hKA6jJokKcWDUVxLWtdJcrtbdMKoezQXw0yDyVs5wd\nFzy1WjCw4fGVh+Ghccz3v/scZR0qmbsLz4uby8KhHj3eSuiJ5gmG++APw8tfQPLWvkNnkzCjWdhA\n+CDEWfq6VZf7TgtdpJmf1Eg0JarJu6IecVVrhQQ3aY/H1d/YaJNEu99upVNMqJQSR/yrxdKu8itf\nQrMCKYZB9DSb3J83rMfjhd4a5C2PT7z9LG/szHFemTuPMUKeIiudx/lo7q6pmgmY0F5XDTnTTgW8\n4mMl0xolR5riaCo4STrRhRBOIWm9AlBqHz06ARVBRAMZtXB6lLNWhCrn6VHOKGvN3BPBTbg2CxGW\n59cGIXbT9KKgJxb9GnYs9ETzhCN77l2tnZB63O4W1BWS5agLrZ1UWVTvAheMty2hIxYCQhVTDlU+\nE46Iujx8W2iz+0AyO7OdTU47gWQeZQAi5aSJzNRyjs6nd/am9DgR6NtOPZ7bKPj+d57lX7+y3bS0\nIfxfNMKd2L726iN5DLOWHkU1xegKkvLRVRBJ7fZ2HtNBs880ZiSAxBa6yI3/iyKBqBbWUFgAyygz\nFLGa6Y/4951EpfqHn9mI1k29zdGTin4NOx56onnC4T/8I7jd15uWtim2cIs56h1Cji7mUciTIZlH\n1YC6lmgaG8ifB6RuvDUBxC0akujz0SHVemzTd9rwXaskSTOc2XJLXtUjdbQ6EhOSf7KiEfxIOYFs\nAGaCH22gswn1lW8cSUh79OhxsrGWC99+aY157ZlVrmmVQ7AhMkYwPqTw5FEZ7mOBMAl1rAiZCcTU\nEKqStQ++vd6ARnGR84rEdnlhE4kN+3I+VUhT8lBsu0fjzqRct3GmU0SoYqvdKUyiIuj6zLE3d3zP\nO87y8Wc2cKpMKkf/VdvjrYx+MvlJgM1bW6KVdSCKhKwNRNKYG9TmrVCoQzoPK8aNbS2NCAQzeHNG\n8pgPwRbxkoXqpXrEVaHVrj5sd1S1M815QtjGVUg5ibOgHp1Pm7nMauva/X/PejwWeNzsjUTktIj8\nPyLyUvx56ibb/W0ReVNE/vCenrAHhRXetjlifZAxykMyT+08TsH78HvtfOOxmSqflQu/Vz4QSY2V\nSaAxV3deo6gokEjV8Jh0O7TiIInEslulSgQzNy3JTBXKOhLa2rfHUXllXns2hhnPrGb8j7/xdb65\ntzwa1OPJwuO0fj2u6InmEwC3eo5685lACEfrUJdBDATIIGSgq5go6pkj9TzMW6a5zWaIKfpf2s7Z\nt8iN85gdYY+aLPjXRbLZ2B11LY9guVVvbmy3i69julAgqBoFQzJaIT9zlvzyF+7Le9Wjx23wM8Cv\nquo7gV+N14/C/wb88Yd1UE8yhlb4wLkhF1YL1gYZ49xSeWV3UbFfOuaRdNbOR4KoDRF0/qgv+va2\nuiGhbcUSAvEMt4X9KIFA5qYlmxDERk01s0MyVYO10twFcunjsdRe2V3UDKKU/cPPbuJVeWPSp5z1\neOvixBJNEXlWRH5NRP5IRD4vIv9pvP2mFQkR+Ssi8hUR+ZKI/PCjO/oHg+rsO6jOv4v87R9g8erX\n8bMJMhgHQ2NjMYsJsn8N2b2CmVzHzPcxs11MeYCpZoF8JjV5JIOaFe0AfSKgaTsIYqI0h5kN422x\nuuqqEANXzZG6DL/7OtgvJaLazIFG0utrtK7ILjxH8dpnsRtn0Kpk9ql/9rDexh4PCaFydP8v94gf\nBX4x/v6LwI8deeyqvwFcv5cn6tewZXz0wpjvfmaVcW7Zmpb87te3+f1Xd/ja1QnTyjV5405pDN4X\nzlHWkfTVyqz2lE5Z1ErtQnRlGX+GSmZLNhNSrKSRoDhfKwxrhaWwy1+P6ZqRZIsUKp2jaPKuGpKF\n3pwsGOeWn/2VrzKvHZXz/P7lgwf75vV4JHgQa9i94nHsypxYognUwH+uqu8Fvh34SyLyXm5SkYj3\n/XvA+wiViP9ZRJ5IOWB58X1onLNMSnJUwVWh2rmYo3VsbbsK6ipWIeulNrqKWRYCNQr0uhUPpeqm\nLVCbR8Pk0FLvCoBIbXrfER0d8t1M6ncxnUpnMcSeOk927tKDe8N6PBooTRvzfl7uERdUNcVVXQYe\nZA5qv4Ydge9+ZpX/5GNP88WvXeeVaxO2JmVbwVSoYht94ZbJZt0QyVj1JM1nhkvbOg/78R2CmX5X\nwMYq5jBr5zS7NplCMHgvrDDKwmVoWxX6OA+m769tT3nl2pRp5Vk4z0s7h7o8PU4+HsAadh/w2HVl\nTizRVNU3VPUz8fd94AvAJW5ekfhR4O+r6kJVvw58Bfj4wz3qh4fizBnMaGWpOgmEmc3RSqx0Dpv5\nzmZmE5Zb6MYsCX4a4qltVdIT0jG8WHSwihaj4KcZtwuXOAfVfY7DaOIrbXNdhmPM2iZ24wz5Vz91\nn9+lHk8ozorI73YuP929U0T+pYj84RGXH+1up6Gv+sCGpvo17NYYruRMZxWz0lE6H8iihlb1onZN\nVGXllGnlmmhIoBEUBXK5HHwGNG31yi8LgoIoKK5VEOczA/m0Rrp+8mRGKKwh92X8Xah8EC0tas+1\nvQVX9+cs6nBsr+zMH/A71qMH8BC7MsfFEyGFE5EXgI8An+bmFYlLwO90HvbNeNsTieJD3wdZ3uaa\nSw06gmIlzF26qm17W7vkL9fkki+JduqmGqlZsfRcyT7Eq2Js3pBLs5hENXuqWsoNQqAlURAxfSiK\nioCQ4W6jFcl4A7t3ubnvhjShHicKSjtrd59xTVU/dtPnVf2hm90nIldE5KKqviEiF4E3H8QBHvG8\nL9CvYQ3mTvnkBy/yL//gMrOyjobsUYTjPN4I1I7cGqaVC6buahjnca2Qllym/7G8YzPkfLA7Mocs\njQLpVFLkeWZkyYYtnXmkqqb1FXhHZsMNSYm+XzrqKvgYm3js08rx6n7NxiDYIw0PpQn1OHl4QGvY\nWRH53c71n1PVn7uDxz/MrsyxcOKJpoisAv8n8JdVdU86i4mqqhxljnb7ff408NMAzz777P061IcK\nHawEgQ6gNg8Vy7qC+T5+fxu3HeyEsnOXMGubkI/QRO6SsbuYUJnUYBWC+Gab7hxmbmzboqfTDndl\nfJwJ1dNIMpOPpnRnPdWHbwfMklE8w6Jp06vJMLPdRgVvp9toPqA6+44H9Tb2eOvhnwI/Cfy1+POX\nH/QT3u817ElYv5zCT37kaS5uDPnMKzuMc8tqYRlklsqFVvT2rAoG78aQW2EQ88jXBsG7MlUfU+u7\nOZ1VbVp5lS639TzB/c1DVJqHY0mzeGF/MfbSCNSxE1TNyI1lnFuMCF++dsAHXjjNB57Z4NQwj9VQ\nYVI5PMooM+wqDDJhs4+l7LGMW54oQ+jKAE8dcdd/2b1ytxzofuNEE00RyQkL9N9V1V+KN9+sIvEa\n0F11n4m33YB49vBzAN/60Y8+8j/S3cCPNlBbYGa7YAxKIG+6mKHzKTrdQ53Dr6yBMZjVECMprm56\nhSIGJVYvmzlLD9YsVSGDBVKwSdJssDTnKb6OyUCHzt6PykXveHhCe5t0yWj3pxiknFG88XnKi++7\nn29fj4cE9/h9uv4a8A9F5D8EXgH+LICIPA38LVX9kXj9/wC+n1B9+CbwX6vqz9/pkz2INexJWL9W\nMqGwlg9dWGdRe8Z5IHGDzFAZaapIi9rjjeI1rCXTWEUcZiHzPNhgRv9M2v83f2g5skaaVKC0rdAK\nNLRbtYpCIInJayomOHuYjNwuGGaGlSLjO99+mjPjovH7hGTJ5FEN1VJxcGXquDB+4kZt3zJ4FGvY\n49iVuRVOLNGUcNr/88AXVPWvd+66WUXinwJ/T0T+OvA08E7gXz+8I3648MMNAGSyhfo4L2lsUHw7\nFy7lHL+/g2QFmhfIqEQpWrP1WHmkW2E0h86+E4GMOcIcyjZvoLoUA6Q2D4+Ni3VLOutokRTjM1MF\nNOWmdzPTCVVRrXqfupOIrl/h4wJV3QJ+8IjbXwd+pHP9x+/1ufo17NbIBS6t53zEr7M7rxlHj80q\nngrPo91R6aDwQfAzsAZrhNKF9rc1YV4zhgc1op7O6WxMBWo9OLszmUmc0d0eOkuZGDDgbU7plPWB\nxZohp0Y5uTEUmTCv4qhP/F+vvKd0Kbko7OaV/Yrn1/o89JOGx3EN4xF0ZW6HE0s0ge8C/jzwByLy\n+/G2n+UmFQlV/byI/EPgjwhqz7+kqu7hH/bDRb35TPO7XzlDUc0wG2ehLnFbl6nefD3YCQFmtI6Y\neZjBNFk8S4/WHYO1RjneVBjjWTyA6CJUH8uYS+59k3GuMVO4SRRKt/saXCeD3eZRmV6DlEHd7to0\nomZOqlMhVQkK9/zNL6M2awm2r3Frj3w05bHENw9qnlnNyL/+aRhv4odrTNeeZiA+jliEv6UfrCHV\nLFhX2eL2O+5xp+jXsNtgszB8+Pyouf5f/Iuv8NHnNtmZV7x2fUbtlXFhKTLD6jAjN4FoHpQ1A2sp\nsmBBlCItm2SguJik6wLEomiTACQCJcSeeXuWbCQQjJp00hu2cV7JjLBeWDYGltyEfSzqIGAqXVTA\n+xCpGcht9O3UQDZXMkNmg2WSqvZznDfBpG4V2oOsLWgUNpwcND6oAh7hoHSsv3VGFB5qV+Y4OLFE\nU1V/C26aTHhDRSI+5q8Cf/WBHdQJQHnpQwDYrdfx8yksrqKzCX42wVazGP/Y8beEsJgmQik16qr2\nvmRx1Gl9NwIfY1FsSzYjyUwEFGmz2DV6dDYZ6EmUpNo8R3PeKLKshI8OL6IeU06a6qg9uIpbPfdA\n3seTDKeKme8GU/9Tl0AMA0Ojr1aTIb7GzHfBZHg7uuX+7hrK/bLzOJHo17A7x3/3x8M89tv+ws/z\nnu/6IOc3h5xbG7I2zCgyE3PRg+2REcF6g4vTPh4wqnjC7KV05jibeU4jZPGKxEqVNYIe+j9tKp0d\niyQTSaMLg0pN9TSL+zTig68nMK8d1hs0stzMCE6VMhrM50bpOebRmNTKrPLMnbJamOZEwimYeoHa\nQXQogIXCwOiDI5mP4Rr2MLsyx8WJJZo97g321PnYOt8ON9RliK00FnwOaWToUAtcxSBJWU4khEs7\nzlBXt4+xrYK8IayN9ZGAZqjt+HESyaZmUeGeojIjoVRdIsLNobno0UnZkmQxmPluU+XsEWAQpJpT\nX30N3vuJ9g4xUC+PIfhi5SEfXY8et8cP/6nv5A+/dBWbGUZF+zUmmPlXAAAgAElEQVQWqpqC1zAP\naUWpbFhVBEUl/Mwjv3desXH7pGw3roqpZxYjgbCkE2BY9uBMs5uJnOaGGwZAk+/7AMO8Dp6f4bnD\nxUpnAimq3iuveAkEapz1jLOLSeU5KD2zynNtWvHh86Ngti8giwXGFqQyv6aZiR6PFD3RfIvCj0+R\nXcxwW5fRqgw2QkVM9kntay1Cy9TYRukNtJnmjYF71ajCg+F6VJN35zWh2ZeaLCz4qi2RTcQxVS5T\nldRk4bp2KqWd/TaEEwLZrKtmWZG6QtX3RLMDj7AxMDALM7qHl2DNQ/XyYZyjP6bzTT1OAP7XP/Ut\n/OlfnLN9fcZWYXHeh9nM2jOPFc0UVwmQW2GUmzB/ieA0iIQ0yslF2qql7axtVsK+nYZ4ySQM8txo\nQp2qodYsV7m0Q0qDL6fFx0cbpLFisiJNhOZB6YN9khHGWS8UStheeK4cVFTec3qUM8qWKYwfrAGh\nZR4FBg/0ePo17Hh4ywwt9FiG2gLNB2hV4iYHaBVSK7QObXGJs5OSzNYb43W/TPqiLVFbRZSl1ngr\nImpvUwlzNB5pK5zGtvuJbXa1IdoyxFsOQqZ6d9/d1xPnQJPSXVyJHJW5/haHU2WQmfD+pBOLHj1O\nIH70I5coBjeSMB8N3SsfKoMprrJ2oYLoNaWwRJP2SCIrH0zcmxNm9Ri0SfzpkkxVYqZ6aMmnKmea\n95Q4D5qERsTbhlYYZGEGc2hNMPDQkGaU+ErtwvGU8Xh6tDgofTTFN00Vucfjj76i+RaFW38K2f4G\n1BXl3oS8nLckUz2qBqljTnlWtD6ZkcgB7am6sXDIqkvFIB1CqJ3En7RIKwoiiM0R1SgK0iXbI4XQ\nNjcmTOsbwHcI7GFFvHPgqva1mP5fvAvnlREVZr6PFMOHUrm85fE86gPocWLxibed5vWdGb/z1S3K\n2jOrHLPSMcotldfA2Ejzl4bK+7AmhVomgmJE8NHWKBHIUWaDGj2eSFuxWFGsIZJVbUd8WF768k56\nULq57hDaBBsrblaEEsV7mrlCp4pz4by57D8gS7h8EOJIx7nE6NBH//70f6Lbo/8WfgujPvUcvq5Y\n7Bww2t1CZxNkFGbyxNfga4ydBJP2vK1+NVXFdF1MuJryzLvbJRi7JDDSOJQvKCY43WHEIOJvqFYm\n4U+TKtQVH3Xz1wnHoD4chy7izGkPAKSaMTIWu3cZv3cds7LOo5Qs922nHveCZ9cy3ndxnT98bZeN\nccHmKKesQ1RlSuihduRGAI/zFjWR0Pm2VW0F6FgZVV7JjW3afQYlt6HdHlyJlMOFxtR2H6jEWc92\nfjNVNF3MWRcB28lGFx/WwDJaNFWubfnvLmreudk7PiQsnG+M+TMjj7wl269hx0NPNN/iGLzrw5Sf\n+yrl7j7ZfIIdrQRCV83QukLKGaYY4dbOt8rwulyyKQKa2ctUmVSTNYlE2mmZp89k8qxLlU2vYMWQ\n2SLsMyrbkyqd5KPZaeM3IqFUDU3I8jY2zjvya1/p04OAbOvlYFdkc/TsJer+PelxwvEn33mKf/C7\nr3IwrxjlllFhOZjXWBEGWYikrKLgp/Ie68FpyCVXooGFJE/L8HNWe2ojZCZERYoquYBkIffciAk5\n606XVOdB2KMUNoiC0ho3tFCJYL0yqdqgi2RtNMoNpVNmtWdaOawI89rjVfnG7owvrxS861RPNj/1\n2gGrheXUKMOKcH7UFxFOCnqi+RaHe/8n0X/wj7DDsJBJlqPGgg26TPW+rVQm4Y0GuaTGFB8xsUWe\nIi9jmzz5zFkTFusg/glkM7Q94jHEXxwhpk1sjkmzoQldQplIpnPLaUGdlruYoBqVLIfHwNBdfI0s\n9sEWwS906U5zg8AKCFXZbHDvz13NMIsDdOfNkNX8zHtvyKt/JFDF9zNoPe4ROwcli1k40dwct58t\n79vqYBIGVU4JceiBBCbFt2lvCo+NtjV1JINGHTZ2RzITWuSLWDVVhUoVsTRiHqOCjYlENvppWgGv\nBqfakFDVZIUkDfGEIF5a1EpuDLvzmjcmhosrj/breq8MgquBlYaUe9UmJak+VF+s/f3zAf3ydsm1\nacUHLwxYLx4jgtmvYcfCo64893gMsHrpLNn6BpJFVbjN0GKEH2/CcA21RRTXVIHouSoYt7sKqReY\n+T5muo09uIqU04YslS4O16fPoXrEuzBgH/OHIS7qcdDeadi+absfIT4Kx+ACeYvCn8Ot9EZE5INK\nPb/2lYf7pnYwd4rZfxM72QJfB0P0NGIQK7SpIqspYz6Km6S+kSS32wqox0y2bvrcUs2QchpsnuYT\nzMoabvVcr8Tv8cTgE++7QD6w7M/broZTxcQWdiJFzrft6wST4iYjIcyiWTuEtmgVTdYBxDsyCabg\nydS98eFEWnGRX46uFALJzK0wyoIg6LCOJXlw5jZe4rjQOA/eoLXnkWFaK3ulp3TaVILDPGmYVa29\nIuqbPPfweoJl1KS+kYRN6zA2BcEFY3rENl28vFfxxv6C3AjXZxWnBoZTg566nCT0Fc23EHy00hBd\n/mCvPHeJ7NKLYZvJHia2vbEGzXLE1ZjZbiB/Wd6kxIRWeSB3ZjEJhKma4werMFihGGw0as7cSLAN\nqReozbGAifsp44KMEbxTvIFBKKc2JvA3g1YLqEvIilBZXXrBMYu4dIgY8stfoHrqW+7Pm3lM1Bq/\nxKbBr/RWBE9c2RBsNTZUZGOGvNQLzHQbqedosYIOVpuRBL9yBhXB1IumCpzIqDm4ilQLONjCvPBB\nyk5S1KNG+MJ61EfR46Rge+FZKwyHbSV/4kMXOZjXfOqLb7IzrSiiontoDaPcMswMRkL0o41rhPOQ\nZamiGYhfFoU8h0+AXa3Y3GLUIa5kYDJMbqh8q1ZPUNIJc0u2lFgVRcmtQmaYO6Xy7RwnRLJp4niR\nCe4QF9cGTCvP1qxiYxCU1g/TV3PhYb8MllG5kWAbdARUMky9wGcDUoZbbkMU6NyFVKSrU8e1acm3\nnB2F2dh6RlZOycdn2Jr7xv4pCaD2Ss/r+wucV9YGlgurBe85fe8dnvuJfg07Hnqi+RaCQZG6vEHM\nU7zjg8jGeXT7MlrO0fkBkuVItBNq2tW+Rp2BrG31BiFQhi9GbS65r6EuyYsaTNb4z5kmCUgbBXq4\nGixDiLNU2s1Fl6gH7bSUNYqGVExoLzuHGBdmrg6TzeZBoSr6sOc1rRGM0to23QLdmEfV0JYyYrFu\ngZ1sIbuX8Weeb9KOzHyXlMDkTR7276s4VlAi1QIzuY56jxRDqseIZCb0g/Q9jotTA8O0VlwsB6ai\nlhHhI89u8srWpDFgN/FiG/Iowe7IKblpW94+/hKnesLojrRtdRcrmpVXCmsbyzdrbGNNhGktjLqI\nGqMlJ8cUt1vYHK+eOh6D165p+/JnwkiorJautVp6WEhdJivCOL/9+iWxgqsiZCLMa2VeK/tlIJmV\nb1N6NB+Rv/nlcKIcvwPmcVbVebh8sKByntUiY3OYUzymUUn9GnZ79PXntxg0im3ElWHRrBfo0+/B\nbTyF5DliLH6yh59N0MU0elGGVvmRXpqEyqZmQ3w+DgIhaKtw3RW4iaK0eJvjkcYn7sh/xEMxmGm/\n4QEpgvJo3XSaHw3m8y7YHfkavMfuvn4X79zdwbgKoy608YvjRzmaaL1SeUXm++g3v4DbfhM/XG+2\n8cMNpC7D+xzNVJoKcxxn8Ps7SDHCr52/76+tR4+HjXEmDcGc1kqtgRBuDDLeeWEtKL5N2741EtrQ\nJnr3VlHZ7Wlzx5P1kOpypCREohUrl6XTpZNBK63C3ErIVE+3JUg8hsNENPlzStNqjvs79Pj2eaCM\nx39UO/pBQWJVNr3GYz8ukvfSKTtzx/VZhRFhY7Bc26pe/gJoa4g/rULiz868wiuMc8vmKGMlNzyz\n2tfFTir6v9xbFGnBFFehxTgQwKyAxTxsUFfRwzJWDPMCyQhZ58nIvVuli7GUwVduWVmZ4BFMNkCN\nbaqcXtvWFdCkYYAukUrFhDZysjaqK8SVeNcSTTGmibcUKrS+0axdXPCQdA9pRFHKSRQAZXcc52gI\nZ/erl79EeeVV8mffSX1IHNRk0Cdj+ji+YA6u4Sf7mLVNyovvuy+v5X4jzXr16HGnGBjACLXC2sBy\nepTz9OaI/XmNNYFcWgmiHds5X3WxqumipZBL56+01kOh0tm6YjhV5nXIHze5IY+fudRmF9va7FiJ\nVVJaH80lfpYElb4mNzmqirqQWpmO13Q+EkaCwTsE26XaKZ0stAeObtX4ToupBmXhPNemJfulY62w\ny4UHIH/uXex5Ye4czkPpgvK+csrAGoaZwXnlwvgxEgB10K9hx0NPNN/i0HzULIj+9LPY/E10to9W\nFdQVbrofyGYVBUB5gT3zVFCnj9rqGr7NMddIQn0+aghlmLsJVTrXmcYXYJhJM8MkseooriJFUEKn\n9VzbQN4AvMNE309svqzeBshaX08xpv1d/UOb17QHV1GTUZ95+109fnfh2Hj5i+H4zz1/w/1+5Ux4\nva4iu/4KsjgIGebnLiFnL1H2FkY9nmBkMeP6A+eGfODckL8jgZClLmtKBhpmkbREUmBEYlUzCnkU\nKkL7No8uGUpYt5wqC69kJlxfLQyZiSSzw766RCzNZjqvaGytq0jjOCHeRSW7IUvb2jAmJCpxrj0k\nB81rz+68juQ5CJam9cPJQH9jUmMEBpmwchfP99LWjN1FzTAznFspePvGsuNG+exHmS2C0CidBAys\nZWNgGOfyyJX2Pe4P+r9ijwZu7UKo+LkqzFB6F6qI5OA9Wpf42QS238QMVzA2R9Mpb5y/1FQSIMx0\niilaIqvtWT60M0xZtMcIJNM1M6HdLHMg5J5nBCV29Mq8KaLFEcaENnqaCT2Urf4gUCkM5tvY/av4\n4fqNdkbHxF7peXYtVJ6ra1fg1HNHbmem25hqhn/zFXQ+BWMon/3oXR//Q4PSW4P0uK84My7YnleY\nyPoq55nG+1ILPVU4Tacq6FNWULQ1skZixyWqyFFqf/OqnpHlzozEVrDSEt+uJVDWjAK1Vm+mU9Fc\nIFgTSPK0ckwrx8I5nJrQykepVW4QRt0vTGrloPSUXjk9zO56PjIJpZzXG0hmwr95fZ+3nQpjRUFA\nFUYbLq7c3br5UNGvYcdCTzR7LKHefIa8nofWtG+d0VxdQVVCXeEn+0EJnuVtxGMifrGiiAZrnTyH\nkryxL5LODFK6nkimuDhH2Y2XXBINRTJrMrDFcvNoSZke2+upemCW2/zJOsgeXA3zQWsX7ut76BXM\nfB/duYJ717vuej9OYXDli8z3tzH50R9VM9sm2/kmWs7xdYUMx5jzz+OP3PrxQq/Y7HG/8W+/uMk/\n+fL1GAUp0TvTsxCwUTJtb9N2dko7rEkgmcCRgh+FJts8zVmme9Iuaq9o8utMgp/oAGIJHpxp/yKB\nPGY2Wv9UjoPSsXA+zpkm8WRQZ+dSLc2N3g8sPOwtHAeVx4qwdjOp+TFQOR+tnY4+sf+tbx4wj95N\nNo455MbwwvoJIJn0a9hx0RPNHjcgqbLt3mVksIJUC7LhCjqf4Ha38Ps76GJGfeVVbDnHrKzDeDMm\n8dRLZFHqkpXRBqUtqFzwoMukY+UjkjxBwuNc3SgzNbXC41ymxLQgRNrb47ZYlkRKam0wdE844ltC\nqhmIwcy28aNT9/U9NLPdeyZ7oyz4ZKr37H7lNc4cuj//6qcoX/4i3hiySy/iP/wjAI80VrJHj0eN\nH3vXaQD+2994hSIzvO30mFnlmhb6mPbk1XlwkUiGol302Yzt7mFmsF5Z1NqQxBDuE8khwcYnzZt3\nezZWAsmcu0QwlSyKh7Ch6mniibfzQdltTGjfjzKDQTk9yhlmhtwMWCksuYnqea/URhiOBlhfLcf9\n3iNKp1yb1jy7UbBZ3FvnZ5gZKq+cHR9NHF/amvDOMyuohu+Gk0Iwe9wZeqLZ46Zw609hd19HqgWa\nj8AWmKrC7++EDdLMY5aH+aMk1OnCO6RekBcZYkNKUDJ7TzZHarJQuZTQ6kbblrkkgVE0Z2+IpWkr\nnIfRPPZ2L9AH+6UmJ/0+YWDAH+y086N3CREBY8kvPMvpjTNkX/5N6nd9T3P/5N/8OoudfTa/+wfg\n/Nvu9bAfCXprkB4PCn/le5/nFz/3JlenQSi3OcyBDCPCovYMMoNFmoqlq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Vy3NBLNsFXp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\n9eMnjSE1xovMm4nQ/O3dqpHinZcmbzc8td3E2sms56GL7Jeoq8uaFEIpwv5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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,figsize=(10,8))\n", "SN002V.vomecrty.isel(time_counter=47,depthv=0).plot(ax=ax1)\n", "SS002V.vomecrty.isel(time_counter=47,depthv=0).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 313, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density11 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN002T.vosaline.isel(y=350,time_counter=47).values,\n", " SN002T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density12 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS002T.vosaline.isel(y=350,time_counter=47).values,\n", " SS002T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density11 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density11)\n", "masked_density12 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density12)" ] }, { "cell_type": "code", "execution_count": 352, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 352, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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evn/P+Fq14g+skhKXUoxKJBaDLtGCCQXntm0BjBvXg9KlqzJ48FyqVm2Ek5P2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\n7q9W6Y1ei+wVS0jNNNRXVTW+bibrRMTMdOUPfqC3ly/X9Jk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Ie+6/X8tWrNCV\nP/iBzCzu5gAAAESH4Ik4UGXPt8GSpgWPp0k6Ps06PSVVufsSd98k6YFgu1q3SLpMkqfZdjuEzkC1\nKrabt2nTJt0wcaJ6HXywjunTJ4ZWFQC6J8aPnwEAIEwET6AQtDOzhSlf52SxbXt3Xxk8XiUp3WAl\ne0haljK9PJgnMxssaYW7/yvTA3JNZwNmzJqlpcuW6ZcTJhRHlbOykoCCeCT1tZfUdgEoHb17JzPk\nLVhA9QkIwYb/mf7x70juD7vW3XvUt9DMHpe0e5pF41In3N3NLKNqZbDf1pIuV03X2owROuvxySef\n6PpbblGPAw7QwH794m4OCk2vXnG3AACA3GQSPGsDcyEE1PJI3vgDieTu9QYYM1ttZh3cfaWZdZC0\nJs1qKyR1SpnuGMzbW1JXSf8KinIdJb1gZj3dfVV9x6R7bT3u/c1v9ObSpeFdy1nM1ZRiPrdSwUBT\nAIB0GqrCpi5LYrUWQH1mSxoRPB4h6dE06zwvqZuZdTWzlpKGSZrt7i+7+27u3sXdu6im2+1BDQVO\nidBZr8VLluiQAw/UsV//etxNCRfhAgCAbRGYGrZgwfYBM91zVt98AEkzXlJ/M1ssqV8wLTP7gpnN\nkSR33yxplKTHJL0qaZa7L2rqAeleW48brrhCV112WXFcy5kPVVUEWgAAilmmgZLrQYFEc/dqSX3T\nzH9H0qCU6TmS5jSyry6ZHJNKZwNatmwZdxMAAECxI6AB/B4UOUJnKYqqIsm1nQAAAADqIHQiXARP\nFBq6hQMAAESK0AkgPwh3AAAAJYnQWaqiDAClXu3kHp0AgFKXtFFsuUcnECtCJ6JR6sETAFBY4g5J\nDKICoIgROnNBsGpYVM8P3TQBAACAgkHoLGX5CG9VVYTzKPHcAgCAYkHFv2iVZOisUHXcTSg9hCMA\nQNLF3cUWAIpUSYZOxITgiaSiyzYAhI8QDyBA6ExRrYq4m1D86G4LAEB6dC0EUKQInaUurgoPgwyV\nJn4+AJKO6hwAhI7QifgUY/DkHp0AACQL9+gEYkfoRLyKMXgCAAob1U4ACBWhE8WDoAkAQLIQ4JEt\nrm0uSoROxI9qJ1DQzGyAmb1mZlVmNibNcjOznwfLXzKzg4L5nczsSTN7xcwWmdlFKdtcZWYrzOzF\n4GtQPs8JAACEh9CJZIQzgidQkMysTNIkSQMldZc03My611ltoKRuwdc5kiYH8zdLusTdu0s6VNL5\ndba9xd0PCL7mRHkewHbiqtBR5SkMVHCBrJRG6OQWHcWPcFk4kvqzSmq7kq+npCp3X+LumyQ9IGlw\nnXUGS5ruNZ6R1NbMOrj7Snd/QZLc/UNJr0raI5+NBwAA0SuN0JkUhN+GZfr88DyGi7CF3OwhaVnK\n9HJtHxwbXcfMukg6UNKzKbMvCLrjTjWzncNqMAAg4aj4F53mcTegpPDmPncETqB+5eVR/Z1pZ2YL\nU6anuPuUsHZuZjtKekjS9919XTB7sqRrJXnw/WZJZ4Z1TCAjCxbw5jcMPI9AySN0Ilmqqup/09xQ\n4GxoOwC5WuvuPepZtkJSp5TpjsG8jNYxsxaqCZz3ufvDtSu4++rax2Z2h6TfN7n1AAAgVqXRvTaq\nMELIiUa6cEmFE0iq5yV1M7OuZtZS0jBJs+usM1vS6cEotodK+sDdV5qZSbpL0qvu/rPUDcysQ8rk\nCZL+Hd0pAECWqNxGj+e4qFDpRPIROJEvlZW83rLk7pvNbJSkxySVSZrq7ovM7Nxg+e2S5kgaJKlK\n0gZJZwSbf1XSaZJeNrMXg3mXByPVTjCzA1TTvfYtSd/N0ykBAICQETqRTLXdZbMJAHSxBWIRhMQ5\ndebdnvLYJZ2fZrunJVk9+zwt5GYCiBPXdaIWr4WSVBrdaysqott3piEn6WEoie0Lo+JE1QoAkqlP\nn7hbkBnuxwiEJ9vfJ8Jp0SiN0InSURsyq6oInAAAAEACEDpRfAibAAAkD1Xj0sbPv6QROsOQxK6p\nAJqG32cAAJKDLrZFgdCZD7yJBQAAQKmiylnyCJ0A8ivKgb0AIAq8YQ4Pz2UylZfH3YKGUe0seITO\nsFDNRFQIaQAAJEvSQ1qS8EEDlMF9Os2slaSnJJUH6z/o7j82s10kzZTURTU37h7q7u9H19QCRBAF\nAADZ4A06gCKUSaVzo6Sj3f0rkg6QNMDMDpU0RtI8d+8maV4wDakmbBI4AQAAtkewLh1h/qzpYlvQ\nGg2dXmN9MNki+HJJgyVNC+ZPk3R8JC0sJIRNFBper+nxvACoi6AEZIffGaTI6JpOMyszsxclrZE0\n192fldTe3VcGq6yS1L6ebc8xs4VmtvDdd98NpdEAAKDp+N8MIFKNBc6mBlKqnQUro9Dp7lvc/QBJ\nHSX1NLP96ix31VQ/0207xd17uHuPXXfdNecGAwCA3PC/GbGjCla8+NkijaxGr3X3/0p6UtIASavN\nrIMkBd/XhN88AAAAFCXCSfHhZ4p6NBo6zWxXM2sbPP6cpP6S/iNptqQRwWojJD0aVSNDwW0nAABI\nlj594m4BgLDkK3DSxbYgZVLp7CDpSTN7SdLzqrmm8/eSxkvqb2aLJfULplHIGDwFAID6UcUJH89p\nccj3z5HgWXAavU+nu78k6cA086sl9Y2iUQAAAAAKAB8cIANZXdNZTCpUHXcTACQZlX8AyA9CC1D0\nSjZ0AgAAZI2AFA2e18LEzw0ZInQCAAAkQam/gV+wgOcgDuXlTduOnxWyQOgECkGxjL5cLOcBAIgO\n4RMoOoROAAAAIFtNrRACJYjQCQAAkA2qcPnB8wxEwsx2MbO5ZrY4+L5zPesNMLPXzKzKzMakzD/A\nzJ4xsxfNbKGZ9WzsmIROAKgPI9gCAIDiM0bSPHfvJmleML0NMyuTNEnSQEndJQ03s+7B4gmSrnb3\nAyRdGUw3iNAJAAAAIL+oZMdpsKRpweNpko5Ps05PSVXuvsTdN0l6INhOklxSm+DxTpLeaeyAzXNq\nLoDCRRUPAACgFLV395XB41WS2qdZZw9Jy1Kml0vqFTz+vqTHzOwm1RQxezd2QEInAABAthYskHo3\n+j4ru/1he2E/z0CerV8f2a93OzNbmDI9xd2n1E6Y2eOSdk+z3bjUCXd3M/Msj/09SaPd/SEzGyrp\nLkn9GtqgtEJnRYVUXf3ZpKpVLW7hsI3KSqmqKu5WIFP8vKJHRRiIVp8+0pNPxt0KACg0a929R30L\n3b3eEGhmq82sg7uvNLMOktakWW2FpE4p0x2DeZI0QtJFwePfSLqzscZyTScAAAAAlI7ZqgmOCr4/\nmmad5yV1M7OuZtZS0rBgO6nmGs6vBY+PlrS4sQMSOgEAAJqCLrEACtN4Sf3NbLFqusWOlyQz+4KZ\nzZEkd98saZSkxyS9KmmWuy8Ktj9b0s1m9i9JN0g6p7EDllb3WgAAABQWrusEQuXu1ZL6ppn/jqRB\nKdNzJM1Js97Tkg7O5phUOgEAAAAAkSF0AgAANBVdbFHIysvjbgFKBKETKBQVBT7ScqG3HwCiQnAF\nUOQInQAAALkgNEYvqc8xlUIgI4ROoBRx70kAAADkScmHzgpVx90EAABQ6JJaiQOSjN+bklHyoRMA\nAAAAEB1CJwAAQBio2kSL5xcoWIRObI/r/QAAaBqCEQBsp/RCJ7dtAIBQmdkAM3vNzKrMbEya5WZm\nPw+Wv2RmBzW2rZntYmZzzWxx8H3nfJ0PYtCnT9wtCFc2wZOQmh2eL6AglV7oBACExszKJE2SNFBS\nd0nDzax7ndUGSuoWfJ0jaXIG246RNM/du0maF0wDAIACROgEAOSip6Qqd1/i7pskPSBpcJ11Bkua\n7jWekdTWzDo0su1gSdOCx9MkHR/1iQChoiIHAJ8idAIAcrGHpGUp08uDeZms09C27d19ZfB4laT2\nYTUYyJsFCwifUeA5BQpO87gbAAAISXl5VAOBtTOzhSnTU9x9ShQHSsfd3cw8X8cDQlcbknr33n4e\nAJQAQqekClWrWgwwhBLB6MTI3lp371HPshWSOqVMdwzmZbJOiwa2XW1mHdx9ZdAVd01TGw8kBkEz\nPAsWbBvikb3y8rhbgBJC91qgkBTq6MuF2m5k4nlJ3cysq5m1lDRM0uw668yWdHowiu2hkj4Ius42\ntO1sSSOCxyMkPRr1iQAAgGhQ6QQANJm7bzazUZIek1Qmaaq7LzKzc4Plt0uaI2mQpCpJGySd0dC2\nwa7HS5plZmdJWippaB5PCwAyV14ubdwYdyuARCN0AgBy4u5zVBMsU+fdnvLYJZ2f6bbB/GpJfcNt\nKYCiQhfb4sDPsSTQvRYAAAAAEBlCJwAAAAAgMoROpMcIpwAAIOkYERgoCIROAAAAAEBkSjN0cvsG\nAACSpU+fuFsAAIhIaYZOAAAAAEBeEDoDFaqOuwlA9LhWFwAAAHlG6ExB8AQAAACAcBE6AQAAAACR\nIXQCAAAAACJD6AQAAAAARIbQCRQ6BgcCAABAghE6AQAAAACRIXSiflTQAAAAAOSI0AkAAAAAiAyh\nEygGVKUBAACQUIROAAAAAEBkCJ0AAAAAgMgQOoFSQRdcAAAAxIDQCRQLQmXOqlURdxMAAACKDqET\nAAAAABAZQicAAAAAIDKETgAAAABAZAidaBjXCRaW+n5e/BwzxnWdAAAA4SJ0AsWOwAkAAIAYEToB\nAAAAAJEhdALFjCpnxuhWCwAAEA1CJwAAAID4LFgQdwtKipntYmZzzWxx8H3netabamZrzOzfdeb/\n1Mz+Y2YvmdkjZta2sWMSOtE4qmWFpfbnxc8NAAAA2xsjaZ67d5M0L5hO5x5JA9LMnytpP3ffX9Lr\nksY2dkBCJ1CMCJwAAABIb7CkacHjaZKOT7eSuz8l6b008//s7puDyWckdWzsgIROAABIYB+RAAAT\nTElEQVQAACgd7d19ZfB4laT2OezrTEl/bGyl5jkcAAAAAACQf+3MbGHK9BR3n1I7YWaPS9o9zXbj\nUifc3c3Mm9IAMxsnabOk+xpbl9AJAAAAABFYv156+ulIdr3W3XvUt9Dd+9W3zMxWm1kHd19pZh0k\nrcn24GY2UtKxkvq6e6Ohle61AAAAAFA6ZksaETweIenRbDY2swGSLpN0nLtvyGQbQicyw8A0KGLc\noxMAAJSQ8ZL6m9liSf2CaZnZF8xsTu1KZna/pL9L+j8zW25mZwWLbpP0eUlzzexFM7u9sQPSvRYA\nAAAASoS7V0vqm2b+O5IGpUwPr2f7rKtRVDoBAAAAAJEhdAIAAAAAIkPoBAAAAABEhtAJAIiMme1i\nZnPNbHHwfed61htgZq+ZWZWZjUmZ/1Mz+4+ZvWRmj5hZ22B+FzP7XzCAQUaDGAAAgHgQOpE5RrAF\nkL0xkua5ezdJ84LpbZhZmaRJkgZK6i5puJl1DxbPlbSfu+8v6XVJY1M2fcPdDwi+zo3yJAAAQNMR\nOgGUNG6XErnBkqYFj6dJOj7NOj0lVbn7EnffJOmBYDu5+5/dfXOw3jOSOkbcXgAAEDJCJwAgSu3d\nfWXweJWk9mnW2UPSspTp5cG8us6U9MeU6a5B19q/mNkRobQWAACEjvt0AkAd1apQharjbkaStDOz\nhSnTU9x9Su2EmT0uafc0241LnXB3NzNvSgPMbJykzZLuC2atlNTZ3avN7GBJvzWzL7n7uqbsHwAA\nRIfQCQBFYrOaR9VdeK2796hvobv3q2+Zma02sw7uvtLMOkhak2a1FZI6pUx3DObV7mOkpGMl9XV3\nD465UdLG4PE/zOwNSftISg3HAAAgAehei+wwmBCA7MyWNCJ4PELSo2nWeV5SNzPramYtJQ0LtpOZ\nDZB0maTj3H1D7QZmtmswAJHMbC9J3SQtiewsAABAkxE6AQBRGi+pv5ktltQvmJaZfcHM5khSMFDQ\nKEmPSXpV0ix3XxRsf5ukz0uaW+fWKEdKesnMXpT0oKRz3f29fJ0UAADIXMbda4NPlBdKWuHux5rZ\nLpJmSuoi6S1JQ939/SgaCQAoTO5eLalvmvnvSBqUMj1H0pw066XtXuHuD0l6KLyWAgCAqGRT6bxI\nNZ9A12r03msoUnSxBQAAAJChjEKnmXWU9A1Jd6bMzuTeawAAAGiq3r0/+wKAApVppXOiagZy2Joy\nL5N7r6FYUe0EACBadYMmwRNAgWo0dJrZsZLWuPs/6lsnGMI+7b3XzOwcM1toZgvffffdprcUAACE\ngv/NBaC+gEnwBFCAMql0flXScWb2lqQHJB1tZvdKWh3cc00N3HtN7j7F3Xu4e49dd901pGYDAICm\n4n9zwjUWLAmeAApMo6HT3ce6e0d376Kae6c94e6nKrN7r6GY0cUWAIB4EDwBFJBc7tOZ9t5rAAAA\nAADUyip0uvt8dz82eFzt7n3dvZu79+Om3CWKaicKWLUq4m4CADQd1U4ABSKXSicAAADiRPAEUAAI\nncgd1U4AAAAA9SB0AgAAFDKqnQASjtCJcFDtBAAAAJAGoRMAAAAAEBlCJ8JDtRMAgHjQxRZAghE6\nASANbqcCAAAQDkInwkW1EwAAAEAKQicAAAAAIDKETgAAgKTI5dpMrusEkFCEToSPLrYAAAAAAoRO\nAAAAAEBkCJ2IBtVOAADyjy62ABKI0AkAAAAgXgsWxN0CRIjQiehQ7USCcR9OAACA/CB0AgAAAAAi\nQ+gEAAAoJlzXCSBhCJ2IFl1sAQAAgJJG6AQAAAAARIbQiehR7QQAIL/oYgsgQQidAAAAAIDIEDoB\nAACKEdVOAAlB6AQAAAAARIbQifzguk4AABoWRWWSaieABCB0AgAAAAAiQ+gEAAAoZlQ7AcSM0AkA\n9ahWRdxNAAAACJWZ7WJmc81scfB953rWm2pma8zs32mWXWBm/zGzRWY2obFjEjqRP1zXCQBAPKh2\nAvjMGEnz3L2bpHnBdDr3SBpQd6aZ9ZE0WNJX3P1Lkm5q7ICETgAAAAAoHYMlTQseT5N0fLqV3P0p\nSe+lWfQ9SePdfWOw3prGDkjoBApNVVXcLSh4dJsFUJKodgLFpJ2ZLUz5OieLbdu7+8rg8SpJ7bM8\n9j6SjjCzZ83sL2Z2SGMbNM/yAAAAAACADKxfLy1YEMmu17p7j/oWmtnjknZPs2hc6oS7u5l5lsdu\nLmkXSYdKOkTSLDPby93r3Q+hEwAAoFT07h3ZO+CStmABlWQkirv3q2+Zma02sw7uvtLMOkhqtHts\nHcslPRyEzOfMbKukdpLerW8DutcivxhMCCgpWYyQN8DMXjOzKjMbkzL/KjNbYWYvBl+DUpaNDdZ/\nzcy+no/zAQCgCMyWNCJ4PELSo1lu/1tJfSTJzPaR1FLS2oY2IHQCAKLU6Ah5ZlYmaZKkgZK6Sxpu\nZt1TVrnF3Q8IvuYE23SXNEzSl1Qzst4vg/0AaAwVOaDUjZfU38wWS+oXTMvMvmBmc2pXMrP7Jf1d\n0v+Z2XIzOytYNFXSXsGtVB6QNKKhrrUS3WsBANEaLOmo4PE0SfMl/bDOOj0lVbn7EkkysweC7V5p\nZL8PBCPnvWlmVcF+/h5aywEAKELuXi2pb5r570galDI9vJ7tN0k6NZtjUukEADQm6hHy9pC0LGV6\neTCv1gVm9lJwk+qdM9wGAPKLa2WBelHpBIAisXFjZHfUiXOEvMmSrpXkwfebJZ2Z5T4AAECMCJ3I\nv8pK7jWJ7FRUSNXVcbcC9QhhhLwVkjqlTHcM5sndV6fs6w5Jv29sGwBAHvTpIz35ZNytQIGgey1Q\niAjtKByZjJD3vKRuZtbVzFqqZoCg2ZIUBNVaJ0j6d8p+h5lZuZl1ldRN0nMRtB8AAOSISicAIErj\nVXPT6LMkLZU0VKoZIU/Sne4+yN03m9koSY9JKpM01d0XBdtPMLMDVNO99i1J35Ukd19kZrNUM9jQ\nZknnu/uWPJ4XAADIEKETABCZLEbImyNpTpr1Tmtg39dLuj6clgIJsGBBfm5nwoA3APKM7rUAAAAo\nTuXlcbcAgAidQHh69Yq7BQAAAEDiEDoBAAAAAJEhdAIAAAAAIkPoBAAAAABEhtAJAABQKhi5FknG\n67NoEToBRKuiIu4WAEDh4E038oFRfZFnhE4AAAAAQGQInUCh4dYsAAAkS58+cbcASDRCJwAAAAoX\nXZKBxCN0AgAAlALCGYCYEDoBAACShHAIoMgQOhGPysq4WwAAAAAgDwidAFCPClXH3QQAAICCR+gE\nAAAAAESG0AkAAJA0XNcJoIgQOgEAAIodIRZAjAidAAAAAIDIEDqBQsTovwBQ/MKqTlLlBBAzQicA\nAECxInACSABCJwAAQDEicOZX795xtwBILEIn4kMXUQAAokHgBJAgpRs6KyribgEAAEjVp0/cLUge\nwiOAIlC6oRMAAKAYEVQBJAyhE0BhoHcCAABAQSJ0AgAAFAuqnMgnusQjQ4ROAACAJCNIAihwhE4A\nAICkI3gCKGCETgAAgGJAMN1WeXncLUBT8DouSoROxKtY7tXZq1fcLQAAFDvejAMoUIROAACAQlFf\n8CSQAkgwQicAAEAhIWACKDDN424AAAAAskTwBFBAqHQCAAAAACJD6AQQnYqKuFsAAABSMaovYkDo\nBAAAAABEhtBZzKqq4m4BokIFEQAAAAWC0In4Fcu9OgEAQOmi2ypQL0JnsaLKCQAAACABMgqdZvaW\nmb1sZi+a2cJg3i5mNtfMFgffd462qQCAQpPp/wozG2Bmr5lZlZmNSZk/M/jf82Lwv+jFYH4XM/tf\nyrLb83VOAAAUskz+N5tZp/9v7/5i7KrqKI5/lxSCFCJisZYCliYVU4kUIVjlT/gfIASMD/xJMNXE\nEBKMYDAG9cFoYsKDIfpgTBpQSEQIQvmTQkCojREfQFpACm2DFITW0iJEMJpU0OXD2RcOY6dzp+2e\n2bddn+RmztnnnnPXTO70131n730krZT0nKRnJV09mfPHmsxfOk+3vcj2CWX/OmCF7QXAirIfERHR\nN2GtkLQP8FPgPGAhcJmkhQC2Lym1ZxFwF7Csd+oLg2O2r6z9jUREw3Lf0ojJGKYf9w5wre2FwGLg\nqkFtHvL899mV4bUXAbeU7VuAL+zCtaKWDLONiOk1TK04Efiz7Q22/w3cXs57lyQBFwO3VcwaERGx\nN5iwNtvebHt12f4HsBaYO+z5Yw3b6TTwiKRVkq4obbNtby7brwKzh7xWO9Ihi4iobZhaMRd4pbe/\nkfcK28ApwBbbz/fajipDa38n6ZTdljgiImLPNql+nKR5wHHAYztzPsCMIYOdbHuTpI8CD0ta1z9o\n25I8TsgrgEFHdZukNUO+ZgtmAX+b7hCTkLz1jFJWSN7adlfej++Ga7xr3bpVDy1erFm785rF/oP5\n/MVS20sHO5IeAT62nfO+29/ZUa0YwmW8/6+cm4Ejbb8u6XjgHkmfsv3WTl5/r5LaPKWSt55RygrJ\nW1uTtfntt1c9tHHj6NZmSQfSTW+5Zns1dtjaPlSn0/am8nWrpLvphkJtkTTH9mZJc4Ct45y7FFha\nQj/RmxPavOSta5TyjlJWSN7aWs1r+9xpet2zxjsmaZhasQk4ord/eGkbXGMG8EXg+N5rbgO2le1V\nkl4APgH0C3CMI7V56iRvPaOUFZK3tlbzjnBtRtK+dB3OW23311QY6vy+CYfXSpop6aDBNnAOsAa4\nD1hSnrYEuHeia0VExF5nmFrxR2CBpKMk7QdcWs4bOAtYZ3vjoEHSoWUBIiTNBxYAGyrkj4iI2NNM\nWJvLWgo3AWtt3zDZ88caZk7nbOBRSU8DjwP3234QuB44W9LzdP8huH6Ia0VExN5lu7VC0mGSHgCw\n/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "SN002V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunN0.02/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS002V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JunS0.02/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "\n", "vgrid05 = SN002V2.variables['vomecrty']\n", "zlevels05 = SN002V2.variables['depthv']\n", "timesteps05 = SN002V2.variables['time_counter']\n", "\n", "vgrid06 = SS002V2.variables['vomecrty']\n", "zlevels06 = SS002V2.variables['depthv']\n", "timesteps06 = SS002V2.variables['time_counter']\n", "\n", "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(SN002V2, t)\n", "\n", "vgrid_tzyx05 = np.ma.masked_values(vgrid05[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels05[:zmax], vgrid_tzyx05,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density11,colors='black')\n", "ax1.set_ylim((50,1))\n", "ax1.set_xlim((10,84))\n", "\n", "vgrid_tzyx06 = np.ma.masked_values(vgrid06[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels06[:zmax], vgrid_tzyx06,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density12,colors='black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "code", "execution_count": 315, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density11a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN002T.vosaline.isel(y=180,time_counter=47).values,\n", " SN002T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density12a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS002T.vosaline.isel(y=180,time_counter=47).values,\n", " SS002T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density11a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density11a)\n", "masked_density12a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density12a)" ] }, { "cell_type": "code", "execution_count": 353, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 353, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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9eg7OmmXUpAuljYO9PY3q1bO8DLbabrYU4dxXKBQ8efKE0PBwmmi4wBIEwXx2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\nu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5rtUxjE+8h4ovy1OdpAL+9v4xzgwaraM1PQh/vbfJflk8ADVfWR1qFetuHZ4u1rG54j\n3klsw1KbfXPH+vq5NpsJ/Vyzb+4w3r62YfvmCVbdzS71TGAa+J1W2aeB7wL3MWgEG7p6/xFj/AyD\nR/C/YDDG+x3AOuB2YDdwG3Bs6/yrGPxF5yHgvJ7EO8VgrPq9zevjzbl/Auxqyu4B/rgn8c7aBvp4\nf5vyTwGXH3ZuH+7vqxgMz7mv9d///L624Tni7WUbniPe3rZhX77me9k3r1i8vfxcmyPe3n6u2TeP\nLd5etmH75sl9pfmPIUmSJEnSsluJ2WslSZIkSWuUSackSZIkqTMmnZIkSZKkzph0SpIkSZI6Y9Ip\nSZIkSeqMSackSZIkqTMmnZIkSZKkzph0SpIkSZI683+mLpeI0/vZzgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(SN002V2, t)\n", "\n", "vgrid_tzyx05 = np.ma.masked_values(vgrid05[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels05[:zmax], vgrid_tzyx05,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density11a,colors='black')\n", "ax1.set_xlim((75,259))\n", "ax1.set_ylim((50,1))\n", "\n", "vgrid_tzyx06 = np.ma.masked_values(vgrid06[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels06[:zmax], vgrid_tzyx06,\n", " cmap=cmap, vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density12a,colors='black')\n", "ax2.set_xlim((75,259))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# January with rr_vtau = 0.4, -0.4" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": true }, "outputs": [], "source": [ "WN04T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.4/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WN04V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanN0.4/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS04T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.4/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "WS04V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.4/SalishSea_1h_20170101_20170102_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 318, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 318, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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0bVp92UmHs/zkIxBjEGPY4JDje7pe6sWU1xwUhKaKTUWZt7z26Rv0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uOW4vGvz/zaw9HZl8BqJzqNHrIapgQtHQAtaSmdwoBCUYL+9uMj+yNm4OVvy0Qz42TGL3sHjlMB\nvBLAv4c22O8I5GVXef3Nzs9o4jiUZjalruCCdmddtbOhoZQuSaUl6G0GnU00/enRVchQ1NkEgh0j\nWjJIscWoo705ywW6ls31L2FUYik8F8rog4JxYGDibcOE3/ov943s94+/9BDefek5mWhmnMyYK35l\nsjknrPOlctcsACLhDOtsBAcZaYRnrwnXWm+z0nqIwJuVyOcUeU8P50Sv+FwYde/sl4oSVHqiGTIo\nbEYJZ546P+mhbRiLXfYYAjv7IQAfEpG/BDDYwfOB1FW7nD7NdkHQvfvcBrGFOktASjjjfaLekjl5\nncxZIhihvd9xXuwp4ewrp4dp8+Z8c+n8ZEeOX/PFr0w2FwDNPEqypM+1P1HdoNSaxJz0AzhBT2b0\nRu9Z0ueLo99AcfQbExy0Ocdu5jX2chJHn/TmtHy/Zhkch4zKqKRDCVn8fV8gO3DgW0T0ewDeCuAa\nIlrCTsfgV/x4izCm/ZmRTHZIZVzHZz4j+vo6fSwgkdg6FBagIZjd/8uQbQzkzkF8CT70t2uP52Nr\nDo+tTU6Ui6RPFGjcigy1h4O6S5rZ7JbVQ/k84+RGjl/zxa/cszknViqrvT3pB8c6DVxJss4r3MH5\noGsdANbbIoAjAYtObMZ10dpFGx07ytaQkM9uip8M7TLYSDhn6Ns8WBCeGnqheE8yQaRfHDYQU6gE\nChcgrqKUirBVwhlOsSxBN39SsyrFAHLZlVOfS0bGHsOPAvhBAP9WRJ4gonMA/Pwm22w9nIVYq5UH\nfxHYEE0fI5hHyKQ4CyoGyfR6uSHhZLHJgCIB0pbSTG8zdKdktG+SiWF8tlOkkUYKeGLocGQw2e+e\n8alRwwSB7+H05fulQl9/lWjOWQ4VqvbfD9z8QCSeb7/47ImOnZGxhzFX/Mpkc0684jmH8fn7jwNo\n92VqhrMtY+RE4nPhKjpqbvpG+BYpBUVZEOkr02zQtxkgXHi/4uRHIO6rWa944n7URyaX6+ilqUk2\nlQAlnxtNsXJTwNp7F3kZ0yBemOxjiMgKgE8k9x8EsPfSYl74fSqkQ0MAQpNQX3Yn+KY70YvtgW9w\nj7E0GaycqZROql9siGAhUdw9EE418HAjjkKBoAaELOdu8lHP2Brk+DV//MpkcwGwrunPBFQKyJC/\nAmYCIGCnze7WE07dTtcPw0LpZ3nTj3WMtj5T4NDKbmpJ25M/W4OoT+S9CZxdh6CN0Ec0mx+Cdimf\n2GxsW5lljjIydhRSV945yLe5hItENsnEeSLq3kc007aYQCqT7zYFDU5xvp2Hen+8Q+9mkEdyAgy8\nQGZYP40mQS5pGiJAft2SASsEdk15vvBEE2CwCJxr8rZAv6xRljrKyNgc+Zd+Aahck6kMxHPkqriD\ntMcz1eUEtD8pTp8Hp554v9lHqxGfm35Me8rTAFM0pM8UbRIYkN6fosF9w3LVuNL8uAGgPBi0b+C2\nYMmYH5JOlvu/NOH3UtwGw0Wpm5BIb2xItS/D0BCTZjN1IZSsxJCoEWFPtw/DRLOAgdizaVgn4AvD\nOglPhNJ4K2EvuTTSz+mP+8dfemim42fsHeT4NR9yZnMBeM3zTsUN3ziGlcopgbTiSzLsL5K1dB60\nN1O7ygin1pXW+eZ4nwUl39/JLLCiWVJiUttKkkZuiBhww0g43fJprXPktSebYJ/+OIR+T3Ewxx6C\nPfz0iV5zS2g5jfNxIMBLnhTax0UAhDs/TFGzLxPO/YB9XoXataBXvxNy49WA9d/ThHimHujaGsP9\n3+EuEp/0RnMTXmuIIZK2G7VJ4xKHlfWxwhAcCIXvnRQE44xmGxHBiVpwqJiMdBakGVMHoBRgqWAs\n1QxbGpWwYwJbB+e0l1576gVKT/X1R3MOIvzEd00WNzP2LnL8mg+ZbC4IlRf/rWppbNFChHVJmTnY\nWHI7mwlo8CSCBjcISHR4SCBwoNi7KeKHgqgRbXdLh8H1Y1qu6kPIbIpr57Oda3osxcE89W3YU58x\n1Ws3ifuHHov8cFJDLuP0qrU6jR4Of8kbpzpWRkbGFsAPBOlAH48nkf47HEDMo/aWzjWTjcFJyLfp\nhIjHkNaQUBBc13L4KGFksVreb3ag19pJH6ezgpVacHBCwul3EzObpSGUrulndyKwRLC1i4mBCtLK\nrALIRDMjYwJksrlgGGpIZhgICrBJRrOlvcnNeiHWhr/OZzfFSyWQwPv6ohnGEQdePeqziZtcfqWl\nc2n6sMQhmYGfDF33j7j/MHHqHCSIRofyXEI0Jy3VZex9CEYvrjJ2D6SuovFCq08TiN/dqf73omWl\nv7hN3cxChYX0+08AVurN4xY5C/L9noFoBjkkJ3qxP1Xvph80YggMA8sFo7ICwCVDnJLE9KaPNGN/\nIcev+ZHJ5oKwUlmUrFptlXO+xNOUggBtJNcg1s1oEnT6kaLe23LBgL/6Fy/6XjBBfO3IGAM4LysE\naBCGBt++yXK3dDje5uEJvdGSS9KSF5wDn3gM7tCZG77e05cYj672DAqkjiGRyHbW85mTTf2WMzIy\ntgX06ndCrv+wksOiBJUDL/beI9wetHLD7b52GH/hq9Jrvp/cV1bIE0+B6XVTW3fwpfTuSfqp9GoN\nzEaHGsUBony2YIYDY91J//YdhCGkwhAKSyiZsVwIjPOT6oLYf88iqCzATGD/+NA6vPvScyZ5ezMy\n9j3ygNCC8KbzT492lQHOOws1g0B+mrIj7GqTISEromTVDwlZ39MUnnOiQ0gigAQBdWqCuZgCUixt\neK6SrD+ymAJgBp94bNPX7DCmMb9zBTg2g+ks6KZP9D+XcdJBtmDJWBwkVCA6vZoRCfGMz/ddMIbv\nf2cgSIh7Ky+B9IW+TbNJFVyKJY0ddgjy5JVcDXI1GKrBWU3w4TBeYin8JVI7zZIZ7O0y0776cF4m\nSR5kQff9gxy/5kMmmwtEIJUA4Jw0V8bd253FCVA5FwmnEyWTgVyK72sKjwn8X9+7GS0q02n0DSDl\nAV24GE88J5AkCr8bI78N4ywzmWNWU+8bFXfPhHNfIDtw7HJ4//OUdMJZbYfxS1gvRV+FIpDAdAqd\nkqqH3peWe08zjb55z6UUSyBbAbZqnSu5utfisg+UTLETGq3NNNtqIhFuhoGAoMmpE+kfue3hCY+Y\nsZeR49d8yGRzgbjigjOwXrsW0QzZzsq6eDuVPaqcYK12WK8dViqLtdqhsoL12sE6Qe0kZj6HVlDb\nsD+/LzIQM4CYUstKU+hlgg1gtE/LDQ7BLR1u9kGbZzefftDo0NIG67RKbMGusiiTZQBaWp78nDMy\nMrYE9Np3QdZXIcO1lhwSJfqa8fGQ/ewhprFX02cc00xnSkDJ1WBbaTYSEvUqecKcjxscAtVroGoF\nNFyBFEsQLlDadZQEbNoGKhJ7PIPsURwUYpU8iuSTfAmdCMyJFJInnx+9PRPOjIyNkMnmgvHWF50V\nbzunosBpGT30AIUFaJPSWFZPSutO4MvqqrlpXch0+ixomtkc5yrUA/G2kmIaG8mWt/oE5fRWGT1k\nLsZo6ulutceLioH3Tec8KLRPILL4JWOx4Df+NFAPG+LYg1bmcyN0Y0C43x1k9HEj+Ke7iXOTgDtw\nui5pj7k4UL2OAm6ifTH5qXS0Zdy6U+fd7GZ4LBDRjJMbOX7Nh0w2twDRQSiQyU4ZPc1stsTcRTOg\noUczlNZFlGBagS/JN6V5ge/h1JpQW+h9Fvh9iM9ublZOF5EoxLzRtyeQzFhG938z0czI2F2g17+n\nLfQesAnB7O3zjE8mJfTQ+tOzjg9jc4HsUMvpttp83VBGp5DF9PJzaa9m0rsZMpohu7lZf2lGRoYi\nk80twFu+80ywnzwPGcxwO+3bBDDawxkIZWiPEoHz0+jt3s1m2/CYlsANeP3Y7CdPflK8PKDl9GnK\n8kB/RjMQ1pDFZNZp1uTxjJMbqhW7+CVjixD6N+uEsIULw5D1HDNI1CvBFvR2k8pJ6BePQz7iVN5o\n3pSPrbXE7mocXbM4uj5ezi11MOpDywu9sw4zxSXj5EaOX/Mj/8pvEa644AwAzcBPZQV10rcZ+ji7\nWc7KOqxbh8o535fpMKzDlHp7Gdp0cUn/5gBUrc503s6UsazuBocAYMNSul71e2F3VwPO9QvLR6LZ\nyKakmpsZGRm7B/Tad0FWT2j/5nCteWKzSoSzSTtNyGR6MkYMKZZgi2VUVKAGw1FbLilMlY+1vd0E\n5thDMf64wSFYkQ2zjwUTCg7ZTZ/VBMVhIaCd5QwZzZIZJbP2eDLjbRdtPJSZkbHfkXU2txChf/M/\nfeVRXy73isCR4vdFQQEcUFmBIQEcwbFqvBEBwfKyTrTggm+bFQGIYNgAMtvVtmZPqWnSn6CUHvs2\nwwAAEP+qSLTN5fL9jn3Yo7TXwT/8MwAAue5D3qpy/HdYnAU5E8lmtKgEEtkK7SkPKhshIahuY+kg\nkVVJzllagjofskMlb9q1OS4xmbY4GVaHong/bpOzmvsCOX7NjUw2txmRHAIAY0TmI3UfqpygZJVF\nYiKUYnyPpuer7MvtrCTWkt8nF75nadge/pno/JIeTPgfgjFB/+i6i/p48WV05E2AzkR6DzIR3R/Y\nb1IfJw2chdQADTb/noq1alPry+MyorVJsUze8LWOq1kQf58hfqUXvID3Px/zuatFe87thB/M4CjE\nTHB+mzwctH+Q49d8yGRzG/DWF52Fq+94xJd0muDHnlimZR7t9QTW6hAwvWsGASuwUZJDBCAHOAOw\nExRMcABKAcgQjCln6n0qk3MhO/SZSQavPQm3fFpr3eDlToD3Qe8vn/feRjNQUL/oVVOfZ0ZGxvaA\nXv8eAIBc+0G9P1CpMl+r8fJHjSWt1JV/fAlg18p0krMwbHzs8/HD1p5g2qjFGbR/qV7f1KQihT3t\nma37BXurX4xKKhn/nO087iB+ILPdWw8kpfUkaL/p/NMnPr+MjP2K3LO5TXjbRU/zZW+JS5RESmJd\nKpfU1ud0rf7PsI/a92/WrtHgHFq9L0Q6mVmvg4cnGpvKaTFGUilo1DGR/ki4ZtpUKBVvb0rxfX2a\n5svXzXZeGXsGcYgtS4fsWYi1kKpq63AGgumsirun0+ohg5lIHmlPpo2e5JT2ePp1ur2bVK2Chydm\n6kMPx+qbcI8Z1uTJ8JmKknMdxZAwgZ4uf3XvE1OfV8beQo5f8yOTzW3EW190lrpO+OCWks6u9mZK\nNKPLkB8YCsNDw9oTTavr20QiqQqE00+oB7egELg3m1gnV48QzL5tGD6Q9ziGAG1ymQeCMjL2LviN\nPw2ph1qRqIeRcDYe6i4STmmJuicDQyJx6jzGDGfbcSNZv0U6xcWL5s0unHntSfD6MT/lLhNXeYJj\nWyov19ovEUrDUeydvYtQRkbGxshl9G1GOjRUWafBzGhwAxDL7CyNPicAsCNYJlQuTH9rH2flvNuF\nEEScLxsRCqPDQ84wDDFM6cvqaSCv17VkVR4YOU/hQtcBmpKWD/ZucAhkhzjjgJa3uF6P+xqZJGUD\n2MZPuUs+tbSWSeh+wH6T+jgZYa74OQCA+9TvAFUF56zKrS0fhBQVqCzhANDAgll7L+EchAtQPVQp\nNdfEE91ZcmEbWnFClSRtvaH27XDx65YOj5ynWz4NvHpUhxOTPlAAsQ9UqOm9bG3rEwDr1qHyGnSB\nYIbqeZ9nesbJjRy/5kMmmzuEtdrFINUKeIwk8wnAOlRRZJjhxLtsMMAkKBPy1rgPqaK8sPZ6ShIg\niQ0gPmgHbbtxjfikXU5hQEhC4369rj8w4u3sbBWzFt3tAU8qUz2+RK8vY/9gv5WNTmbY9XVwWUTN\nXBly07fpv99SqksYQfu/BQN1J+LO0GG4ACaOJDMQ0dZ8UV8dzpPOXsJ54HRfemcATXwK0khiyujE\nFk8lVJBsYyO8VDBKtD3Su8nML3zrOC5/1ikTvnsZexE5fs2HTDZ3CG+/+Ozop9sq1bSkkQCAUDnx\nwc3BeV3LSDqL9jdABN4zXe/bMFruBIYBSENmW8SzB0IEQtJ7CQBIMpOt8lin9LjZ5agAACAASURB\nVBWzFo3w80gZ3f8Q5e9wRsbeQvmWfwUAsH/2PqAY+EHChGw6Cyn0Apb+f/bePlq2q6oT/c219q5z\nb24SkhAIhCBBCB+GDx+Dlm5tB6KiiE3jx8DHs/WB8qAZj9ZBi62I2LSKGBVoWh8+nvGBPLtphCEt\nqPgQP+CBKMpg8GEEAoEEQkISQj5ubu45tfda8/0x51xr7V27zj3nnnPurXPO+o2xU1W7du3ap3Jr\n1m/N35y/OTsiWU1Anitijpm6S403Bp3kAPJzgJzfKSHdYgEYxV5UGrhBp3t6vjhWGomkVMmI5kYv\nsat1hDUvzZnAsDPZfIYrKiqWo5LNswghkRa8eCDNhGIZ1QWg9RLgYrDMJqF1UqMZHWutkXSkh8LT\nk4gk/a8+cY7UqpMA4mKlvoTyMdHkFKFcizV6nTUKcQRCB95QQ+imlVs1dq9ZzcMFcfyqy4qDBo4R\nPF9XKzY3STbFZ1eyoOg3lPxBpHTSOk6KYDSjVKYeZu9VZD7TrVe3jgm3DL3Akeen9KWjsGAqESJr\nbTxjow9YVxl9rXHwTkqWgMV/y2MLu4qDhRq/do5KNs8ifuzxlyzse/Mnbh0sm6P6unUROrFC7JFa\nzrJ6FzWAQuo4mQmBhFgGFrm+d6TzfyFm8RDrD4Ic5x0NbI8ALPjPOSLp7FxGMEf7rGuVYwDWTyA+\n4RkAgPaGj1TCWVFxAND8wH8YPI7veh24m4NazWr2Yp/moZZJs2PS/e1cqgVPWzJ1j6PmxDis8SzA\noV86dMLfcxvYN0Dss2yvpUFggKiHVykd6m1slkdWTx8iYx0R4WSH+6w1+GeXnQMA+NituTN+nCio\nqKhYRO1GXzE853H3T/dNXreazjRfvSCBgUtPOAxskXINp3W626jLYrY65/tdwSF7VrsHZJm7XNml\nHwpgccpQmnl+isYfV8dWHhqYU8IubxWrBfevX5zkdJ6vi7LRi8LB83VQvy413n0HCv1Et3oclucY\nloyvTJZrMUpDkMLfc5vciRPnKs5ZLpyzypQPsU7zLkY8+etyXaiNqvTakd6eYspaxT5HjV87Rv2G\nrCB+5LFCOD0NCeeCTZJKPua9aV6cXTDbDk42HubFafuNdJpPp9klbUSg0/PHYrP4y6zS+hjjzKb5\nbBYz0SfhRs1DFQcSJkPt9laxenD/6ifAXfbh5BBE4VDCiX5DSGYMQAh6vx/UepfenJt2ZliTo5JO\nd+L2TDSL/SXS8erOQVj04YzM6qOZn3jTx29J92cNofVCNLvApuZXHFDU+LVzVBl9RWGE882fuDUR\nzhAYkURW9wEAHDaSNYfI6h0k8LlIONJIBPREYGI1UiawCUeF2XGIWuiudZ6A1nXqbURuTAJD568X\n0pYrZCodcUnOgZoZuJ+DipV/95An5j/0A2+RDtVHfOtuf4QVFRVnCTZXPb73alDTIvZzoJnB9R2o\naUFrR0RWdx7MM5G5qQe3R5KMbpZFEq20o3wKCwR10HGZazZdIdnDvIQJXicUTa2hzUtzjCsukDKB\nD954D75410l0gfGoi+6/cFxFRYWgrsdWHM953P3RekqrIJPRJfMomcouDjOblp4PMRsUm1mxjWKL\nxetlmoHJ7tCMKKeMZhw9L45MMqGIXTOsu1LwOLMJwH/iPYt/YD+XJoP3Xi2bjsSrOGjI5R27uVWs\nNuipz5esZt+pEfw8Zzl1fzJut2lCwOA2y+rT1mqTKF/DnDOcC+4ZYvg+dSbnJHtZTgsa419eJnZH\nnoDf/shN+O2P3LT9D6liH6DGr52iks19gBgZraNB2t3k8mFaXm2PRql6tqkYWicS0xenkAeQCSUX\npDNEHhBOLvYxI4+mNIxqOcmLhG6E033s3dN/pEntzoPfe/UefIoVFRVnAyXhFJKphLObZ4Jpcvi4\nhtPOMSKPAJbWccoLspfwoBZ0knDGwchKg0nozlHa3vyJW5e+pdV3VsJZUbGIKqPvAwTOq2ohnASn\nAbeLDJGXcje6IwAB+tjLOCLYWEkAOoUogMEsHeawWergFMu9I8RkkTTtB0qOVAJzQx3K9jkPOK3J\ndAELId28NtPEkNosdBBRrUMOOWIA98guFGux8Mz0UmbjPBAakEcaIFFi6MlbxJupf1cjaZ1Z4iOh\nOK13mcTCp8yLo6F8fqoMlJf6pEQ2xy4eFfsfNX7tHJVs7gM853H3x5s+fksKenLrENXCqCNCq9nP\n1jtEpjTKMkSxonPFTPa1xqX6TQvf3gmhLfmiVx/QRicRaUwFEUlRvTYpOaJELtk1QihpLrWb5q8Z\ng/rsdcM/zjrSy31Pee7ufXgVFRVnHbyxnnw42XnQfB0UAmjtiJC8ts0LT57luGGm7lZnWRiz8yYy\nOo0zo7HX40NSWRJ1iA0ceRBRavTxzkZTjpbHo7XwOz59OxzRgJD+70+8dBufTEXF4UAlm/sEP/b4\nS/C7H/tKemwZToSI1jt0Qa07gmYzwdnEnbW5RzOcLkhQDUWeIIKy2bs1EmlDkNR6kvwo6DG2ijek\n+emwLKb65vlWswkehHmdFnRYwYfP6qMiw/2rn0D8k9/KHerOA+snAACcBj6ETDgLpYQcJuPGlLOl\nTSQayPA2ZtfOy1xkRU1G10soFuXOEYIN0ViS1XI6nS3q60KNcAcTNX7tGJVs7iO0zmG9NzKnGU7n\nEuE0AtoFG2tJ6hmnPp1KSDuK6OLQ1iNEmVLUOCGVkRgew05MIjOCH80GJidpTj0oEU+KSUonQDIa\nhUxOf/NWMXfeg8+qYrVQZagK1rnogEric5kuxm0LxCjZzHYmcrufIUnlMQ4J54LpewbZ8+NGo5Jw\nAijbFYgjXKneFBK62c9NdaT/0bVfS/fT8eOh6RUHAjV+7RyVbO4jdIVf3LyX+8ExvKNUT+mIED3B\nRZGBbLqFpyIgBhqQxdY5HGmcElMbX0nJf87kpbKmiZDPx9CMpnMAK/F0jU7qYCWevUjoMcB/4j3y\nw7N2VKaNAEI6x16dFRUVBwb++14is9QBmacObRKCzk83SV0Xp9S0Ekc0G0kIOSNZWKktNCgCuSFI\n7ycpniNIY5NYIsk+kc0lkllJkbO6oSh2c4CUmL7j07ej8Q6t1WiS1NC3mgmtqKhYRCWb+wj3rPcS\nFB1NFKFH+KCyDhw8MaIjAJL1BKSuyJPMVzfkjKjA1Pllj8frdiKAYs4esGU09bH8OGims2nBvY6t\nc05sTwAxde/nO/hkKvYDDpvVR8Uiwvoc5J3UflvtZFHHzc1MGgl7GSNJLoCataJGU8lksTAlxEQ+\n7V/Ygpm7d4sZ0SLrKQtrWshsAtqNnkju9N/1fY+4CG+55jb4SPjdj30F/9s3PmB7H0zFyqPGr52h\nks19hBf/88vS/d/6+y8DGHY+dsRwbLPPpZYopDpOIamR82ta7+C0sSgww0VCa7EcmWWOlSGzCRko\nS9YklB7byErpOGVyIK3ftGYhch5R30VqOgX1K11RcTAxe/bPAQC6t/8ayEe4BuK/qc/zmhq9d7oQ\nbWZqvl62M+qdMt4osSSX76cudSLJYlqHe0k6YwS8EUwZiNE6l/w1x8vrtlCRAKTmoFJS9xOSe0XF\nYce+IJtE9GAA/w+ASyBh5neY+b8Q0UUA/gDA5QCuB/BDzHyHvubnADwPYgL0k8w84Si+f/ET3/Qg\nAMDr/u7GRB5Dw0oos3S+prZJTryOBit277I3Z2u+nGAgagOR1ntGzs1BgPhtpuL9crVHDvCFfJ4C\newQ5J1lNEpJJMYBjhGukXiuun5AZyiGA/vbt4H/xrL3+CCvOIMyr9TCixq9FtM/6WQDA/K2/Ch8D\nyK1L0xBEPo8xiLTedIASUGpasVkz6H22gk5ygI2+LWR0k9nJYbqDXRuEPAmZPNI4bASHtcanwRcG\n7whu9FgvJu3b6Gs50EHDYY5fu4X9YureA3gJM38DgH8O4EVE9A0AXgrgL5n5CgB/qY+hzz0bwJUA\nngbgt4noQBo4ltnOoLPP5yGmGepdjGnCUIyMPkT09nzx7QnRJgfJ4/KLxbpzHEInVQVyOhaO8mMz\nfndeJg65RrrUmxa0dhTUtnAzGV9HZoHyt2/fhU+nYmXA+d/nbm77BDV+LcHs2T8nE8SsS339BHi+\nDu7UBL6fS11nPzSABzA0gx+btC/cZ2k02swIHpKVTNlNlc+tdMnr49a79BjA8Dl9XekcUnEAcLjj\n165gX2Q2mflmADfr/eNE9CkADwLwTADfpoe9GcD7APys7n8rM28A+AIRfQ7ANwH42zN75XuPN338\nFnhHuWEoMmaNwxxW9J47e2LZVRkZ0QkhdXofkKwoEeCYJDmZD4enRYmbVT43W5Hkg2cd6mUmoZTU\ndRc5J3VaQf3vrPA/euBv3y71XDEAT/7RPfj0Kir2HjV+bQ5WTxmOERQDqOvgGpk9jihxgdX8HS6q\nAfzieaiUx0tSmRSWJXydI4g51WwSQWT0NLWtUIPIbs3wPZ+mddKcGdlhPcREOD0Rfuzxl2z7c6mo\nOEjYF2SzBBFdDuB/AvBhAJdoIAeAr0BkKkAC+d8VL7tR9x04nOzCwipp3se8GieSAUIaZ6VJiCAN\nQ0hjLgGblQ4ALB6bAIhJ5hOxTBuS45bUVRYdn/KYBsSSyclvAXOqnyIA5PR4s0axTEcIoAZArPZI\n+x0MrtYhqPFrCjw2MOznyRYJALjpNA6IRD7qWZzW58bThzjqFKHiMbze6mlSD5DEzlabLc1gccr+\nyFG2xImO0DLJrXPoYkTrpAHz//rozfi3T3jg5h9Excqixq+dY1+RTSI6F8AfAngxM99dzrNlZiai\nbf1rIKIXAHgBADz4wQ/ezUs9Y7jt7g3MGgmiRjhLecduI7sULCOJlUfLlCYAWYNQRzGZwHsiwAsB\nZaI0McgajSDhGkROfwCCEsoG7KUblKCj4szjTrMPpCPiOOhz5ICmlVrOdgbu5uCmlcxm3wEffofI\nbLWWs2KfYrfjl55z38ew7sRJ+FmrXeqNkM/jd4CaGejoMQAAtS2o78QOSf04Aej4y6Iz3U0wT+dz\ndjPSwhQgABqftEteY99a4+B0MIZh3PwTWGraAcBRnuIGAF10WO+lOXPmXcp01k71isOI/VKzCSJq\nIYH6vzHzO3T3LUT0QH3+gQBu1f1fBlBG3st03wDM/DvM/ERmfuL9Lr547y5+D/GKb38o5n2crAeZ\n9zE9Nw8RXYx5FR6lhjPycMUmtZ4sx4K1ljPvjxDCmeo4Bw1ClOszU+2my53q5KReU8da8vg5coDX\nms12Jj82TSu1nF731VrOfYvAu7/tF+xF/AIORgyLXQ8OERxivh+jLC43ThY1nHOp45yvSx2n1nmW\nm9R/5k3eQDKiqV6ziFHjhiFKnsS5ftPrdCCvlkjlZjWabVG36ZSorjUuye6uOEfF/sRhjl+7gX2R\n2SRJAfzfAD7FzK8tnnoXgOcAuEpv31nsfwsRvRbApQCuAPD3Z+6Kzyxe8e0PBQD84l99YeE5I52W\n/YSTekybjNFFBhCx0ZP+a3AIYLReajYDWL8UhZWSEymdWIIyE8kwS/EdWbQl0f2pK3RcxwmV5a3Y\nv2mB6BbmqcsEEg/68DtEavuWZ+/aZ3iQ0b391wAg/YiPZcsjP/oL6f7xN7wM573wVbt+DdLNecii\nq6LGr81h/95O/t4vpn0cIiI6UTpUUifvcwxwflFOH8OmlRVTy7Id0ohkquLi1GeTiJMSNHTwKE6v\nYyw9CCFKZtPSoNFLzGu9g2NZ2FtN/Js+fgsA1DrOLeIdn749ETM/8T/8Bx5133T/z667E9/zsAt2\n/RoOc/zaLewLsgngWwD8KIBPEtHHdN/LIEH6bUT0PAA3APghAGDma4jobQD+CdIJ+iJmDmf+ss8s\njHQaXvm+63FyHjLRhErrMyASwcUIS253kYE+oiMhmoBD58R3rgchqAcdI8JHgmvkC9g4UuP33CgE\ncyKJPdjrPzGV1IGh8XLyvlNpnaPed3FgkUT9XLIb83Wp5/TSQGTZDADAt/7wXnys+xY2rcWvrYFj\nAHshmuyGZHP+1l9N99cuOO+MXuMhQY1fW8DR575i8HjjLb8Ccg7k7gZvnJRmoUaUjxgDqJmJpF6O\nwG1HJzVZfWx55Lw6ZLj0nNMGIQBpklDLTkikwhcE1IhniEB0LPWaLM4f3hGCl9KlThWkjT6iCzER\npzd/4tbivMCPPPb+p/GpHWyYf2nKELuh4b4n4E8/d4c8R7mEoWL1sC/IJjN/EMsXsd+x5DW/AuBX\n9uyi9gFe/m2X45Xvu36hgShEBhwkKBKjC0DnhHhafZInldcjwTuGY129A4BjBC5qOEnHW6baTQAI\nw4YhG2UJwOaojzMTZUKUWYmrEs90bAxAD7AL6UcmneNv3lqznQWoyOyIcb4aX2tAtgxn+dhMt3cd\njENn9WGo8ev0sPbDPw8A6N/xG3CAZDhjkFGX6d+2Sx3rAMCd7CO/WJiZJPOxsXv5XAGRxHMGM88/\nH2Y7nVenj2jHycIdgJKfiMjQiW654WiM//rJWyvhnIBzhKgjQ80/Gphu2PrOy8/fm4s4xPFrt7Av\nyGbFzmBk08ZcmqwuRFOkHpPTy9GW1k0ZNAHqmBDB0qHOUhwvzUUAMCykhxHPiYCexlnCLRJOciD0\n0pHumkJaR85SFBZJ3BUvjgc++bM9lD/IAJofePHgaZPXDXtGNCsqdgCT1F2q09QhEcBAUgc0ljgn\nwyEAAEWqM43Phcjpo2Yik0nN/ggoZPM4JJplBtReYw2TLhKi19gYGYBLvsdAROBFkhQrkTklvu8R\nFw0e//kX7ho8/q6H3udMXk7FNlHJ5gHHy7/tcvziX30h2SGVCJERGiOatvI2yIq8I8YaO3gitF6y\nl3CMPhpNZA3wsuok5wHLSjIJmbRMghfyyGi0RkqPsW51m/ihb0+xB+AXpHU0HSgeATsPbrpU08Wh\nks0Byh/TiS5dm+JyJlBrnipOFzZPnUOEaxtQ04ktm5NMJzufhkHAYgQAeIkdZJI50eg70eiQiYks\nKItkTqS81OvLYfPT5bicXCOpZ4cIOK0nldMlkSkLd0IXHVwXErm05kvvqc7eHuHPrrszZZWncCbJ\nZY1fO0clm4cEpS1Smd00EuqIgEZmpTtidMRKTqUGCR5AAGYal9NKPRICAYiS2fSgYf0m8aQvXmoM\nlbPBspwAQJrRTJlN8+aEZEpTA5HNUdZOVLnaioqKg4Rk+u4iInpQjHDOif3RfB00OwLuAFqTWLBZ\n01ByyihcMNgcMhhpG8OIpnf5/gKclgdpXBSLJY+OJL5FL01EIUp8jcwIgbWus4643AzObfZ/tWI/\noFbTHgJY49Bm9khdlOL1GFnHW+pjXXl3I58GhgVmsUGSlZ8cy1p8WVob5SBf2CI5Nx38R8cyOWkI\nGo27RDMT/z1rEpjy2DukiH/yW2f7EhZQrUMqTgdHn/uKZItk1kjoO/Hi7bs8ZazcMFI6imagqfrM\nWJDHyCzlQmUmE3m6UHnfu2IjEkKqzUONEzXoSONwpFGLJC9NLMkuiXLzS5XSM0qJfKo282ygxq+d\noWY2DwmmipsXpg5p5yQQ4cmlUZa2qLTZ6cxqfQQZ8RaUaXoCLL9IbmSHNFGfCSBlOXOGE4vHkgPH\nfjB9iGIPalo5rjFrpJ1+SgcIBfEm7896iUGVoSp2gqPPfUWyRoroQd7JaEuf6zXhvDwuGoYSdIgE\ngEmfX5ukFiIvqCNeG4XM7N3RdLeXJxnvGxk67EKmrhlXaqPUc7Yu13F2kSvJ3ARm0Xe2CWeNXztH\nJZuHBL/0nV+Pl/35dQDyFCCr4Sy71R0Rgqf0BZfpGA7RAS6osbtyQiYCg7VDndBF6WK3+ndHBFc0\n+SzUZ5qW7p1MFrJu6dGxALJETr1aJqlUb01HfQvuOuBj70b8xqfv7Yd5Krz/99UjVLvlm6EfC3/L\ns0F/89b8eBetm/g9b5D3HHXjuqe/aMfnrqg4mwhdBwrZOYG8g48RbnYkNwc2rXSjL1M6yMn30jfg\nZg3svMQ/JZpyK4c6kuVvylpSruOc0lBKIVxIK8GW2lbPaXWc631EF7Kk7tUh5C3X3IYfvvJ+u/SJ\nnR7MSmgKjgjf87AL8GfX3Zn2GQn73odfuOP3/ovr71YlLX+annbn3BVnF5VsHiK86rsehv/4F58H\nMCSYhnkfcbQVKyQgoosSUqNjIAIdSYBsPWmHOg9qNnNmM68ELcOZM5WbZzmBcaZz5JNnXe6W5XQN\nqMnWSDT3cGeTcL7/9+W2menl6o+bEU/vQR95J7iZ5ckmKAhnib/+PbkdZ2me/KOTb83vecPw2FXq\nzueawanYGc59/itxz9UvBwCEeQc/axHW5wAA5xxodgSITvx4my5nN2MYjKgsy3QsWZWI5kT2qsxm\nGtG0UaOm+kQta7fJaqyNLUTi4gEn44BbDwQWqT06GyWcRwYDZ5dwliQSyBnFsrn0z79w1+CxmNrz\ngqH6X1x/96QJ+1MeMm1P9Nc33A1gqLid7YxmQo1fO0YlmwcQf33D3Uu/0N4RNvqIRhuFxtnNeYiY\neYcYgV49j1oGAJkBbHITEUAsUhFAiFBqyKyBVgKxGb5T0ssdwCGTxqmLnJDWx9OH5LRKRrVpSCT1\nVmywzzQ+8Ba5NVI5sGkSeW8gbTsHxCxvLzQ3vf/382tHGRr+wFsWsqD83qsxmJgSA+i7X7hbf11F\nxRnD/K2/utSGK85VQncuNQ7FeQ9y6+C1owDEX5b7uTYShoFxe0JpyaZb0NgGSF1mJFFtjGh6RwNJ\nvYQvYp2VGHkicGSNi1KfaVJ8qyysdYQQ5bmohNMT4Q/+6av4n7/hzI4fTSSyWPfa78PYSL1EkKqA\nTVG+/v1fPI4nf93i8AjrzLf7nrAn04Aqzg4q2TyAuPmeDbz9U7cDkC9vGbSOzkQ26qNKNwWsWQiQ\n1bdzhCMAOkdqixSx3udso9PpQaEY2caa5VRXI+GCKsmTb0HMmWCWsjqQDeCBgbROrG7ylslUCZ4h\nkjtjJucgBxw7H9TPgX98L7jvzliGc0AIzWD6Xzwr7Rqvid1H/1jlPgdASgBIJyIByJNRJmxZCMjT\nk7Q5gpp2YRb0KkF+zM/2VVTsB8ye/XO45+qXp+/Usef9UnrOBhDETlaU7RFREML6HNScAI4eS9+Z\nCMAfy4vuqcYgAKlWsw9an262RqxThByBkoyOdH/qPMw65EK9iOGsxl1IJzOBG6cL4og2ukSyXJRG\nTCNcZ5pwto4GxHEza6EPffkeAPI3t5DPLzLjr2+4O/095uEsRJN16pJ8cO//4vH0d5r1nmU0o36G\nqySd1/i1c1SyeQBhEsx//aSMQ3vzJ27FV+/ZGBxjmU2DWSKVtkhR64maop4zqtm7Iw/vssE7gfPK\nHiajI81Pj8xiF2Jd51hie2QXZKTTuQVZPWVEk3G87i8ldW0a8p94D8LjvnvHn+kpodnEZQRxjPiE\nZ+SXfuzdoNamnxTnAcBP+gE55qN/nGpap5p9BjK886Dv+PEd/DF7g1pgX7FVnPv8V+L4G14GAOmW\nizo+8g4cpUM9TcDq56Co9ZvRpe+LPBnzeNwCZSYtYqi0eEKqbTf53DsaHOO0Icjul5lNXR8jage7\nAxBJpXUSu7nWEYIjdInMZr3Hk8wFL2d/7zUka7nc29LwzQ86N93/8E0nAACxYGNBXU2+9+FCWE0i\nH8NeYmTVsEpE01Dj185QvWIOMH7ksfdPq8wQGSfnASfnAX00U/ahHRIg2U0jnF3UhqBiC8ypgL70\npZMedlvd6y1kpW/3S1ukocXRctsjsywZH8uj59M5XANqWrVEmi005+wZnB+O0dsmqJlJPafPsnvZ\n5JPI6RbsnVaRaFZUbBfnvfBVOO+FrwKHmL02Y5QtTGwxgjfWxQ4pRrBNHHJ+KKNrPJEGRyM6+hTl\n2dtDeyJSGV1IZSahpD7FWtMJeV7qOjULimyTZNZIrSe0zg2yfZ6AxruBTH0m/SUHIzi3USv5pEuP\nqa2TZp31t6I8x1Mecv6gzjNPVFokmitTp1mxq6iZzQOO5zxOZu2+8n3XAwA2lEx6R4lwGmy/ZTaD\nFkXHyAhEcEVQluBg+UbJcAJaIE8kJBOSBXCQ+5bhJA06C41DzIu1nFbnaXWcHLVgKtdhiSmzZi44\niil8MxMpvxxnuYfgJ/0A3EfeOdy3xdea1O8+9m6d86xBu8h+ygH7l2haTVxFxXZx/ouuAgDc8bqf\nhrMspmYtYwhC5rxDnPcA1uHXjgD9XEjlxnpacKaspt6mhXaq0wRgHegFubRspttEQgcRiPPi2jt9\nTBr7tHzIO8nmlR6dLqKolWQpWSrUpD+69msLoxr3AuU1bBdPuvQYPnijSOv2mf7rK4bZSfuzys+8\nJJlTr1kV1Pi1c1SyeUjw8m+7fPD4p9/92cFKsxxnaZK6dwTMoCtWkaq7EOEIaJnSZCHPOUPApBHF\nEXRYpdZWiiUSadG8BO883rIcV4moPwyDfb3UcQJp1KX0LWUbJdYZ6hwjaAape2w6NNd+AP0jvnVP\nPtdEMJ0Z1fvTqhP1//heud4o2cwp6Z+amUxLwohBOw96ynO3/Z4VFfsJF7741en+Ha/7aUCzma5t\nQN6hgX733d2g2RGRrddPSG307BgAjSs6FCJwlsBbJ8burF3lnqTUyNFQOh+P/AXyxCGCxD8PiYVW\nty4jL7W8iIGmWDOuqXqx0cdUpuSIER2nWsa9zPSVtZembi1rLt0M/3DzvXA0bPIZ45sfdG6q1TS1\nrTx2VYlmxe6gyuiHFK9++hULEnqInDKfg00ljz7EFKBLaT2yZDdNKi/l9KGMPi2rcyGNZ6PlQi4H\nsgzmxscNJXUuZfckqc/QfPr9u/4ZWpOPkUxqZotm0ltEet2pspfFhBQ53i+1QlopMFKWfDe3isMJ\nI57RJgvN+ySnx66XCUN9J7fz9VwDXhq6A6npxzrNjWT6cqN8n5gXNw1X+IU98wAAIABJREFUjihJ\n6ZYBLWX0dDvqSjfp3us5bHxwsh0isSQa2xLtBnzZZV54L2/7PG54rini+KEv3zOQzw3f+/ALV7JG\nc4Aav3aMmtk85FiQBqKssoGc7ewarch0ktn0JB3qgDQKBfXblAJ6Ia1OMwXiMycBRjzlFmV1axyi\nsafmMoskByn+n5pOlHw4PZhlgrHJaM2n34/+UU/evQ+vIJbUtAiPeeqOzkWAZC4nCKf/xHs0q4lh\nE9G3PPv03/MMonZzVuw2Lnzxq/G11/yUKL8hwqnpO3nZ3Ma61G02LSjIbflPUCb+iNwdonWiZ8nc\nyJ+DFaAXSgsKO7ZUh05pZjqnGFfI6JTldAcCa7NQ6xxaT+pvrJHMLWYIT5cIbhX/8rJzT33QKWCf\n2RjWRDTGfqnPrPFr56hk8xDj1U+/It3/yT/+TJbOQ67fDJExaxxEXIrYCBIcxIQ4iUtozT8ZusLV\n4C0lnEosIydDZEdc1EFl77ZTWiTFXgN7HFoj6TEEDG2RbNKQF8LZXvchdA/75l35/Mos5o6IJpAy\npBT9pHURNS14fZ470gtbpYqKw4qLXvJaAMDtv/5idFiHb+UnjUOEDxF073FZmx6/UzwzAcB5cHsE\nbXtUspxOBlPYgtXZlKDQqQRTfB+thhwAQfcXDY6kjUfmwuG1cYiJEMEIUWJh41KbOtAAfk6AByJT\nshIyWd3giDb1UD4dZLK3MybVOln4u14ahcbXGVhsnYywbWarVHEwUclmxQCpKx0RG5rZFBsLrdl0\nWlPEYvLeBUbrVBrnYrKQVDABoGSL5J2EZ6+rfoMDI0xkOqcskhbMmR1kvpxmOZncKMOJYtJQC45+\n9wjnFhp2tgrrPOfRed3H3i37nc9EU+2Q9huqdUjFXuG+P/M6fO01P4WAbIVE3oE3ToKbFjxfB6+f\nALkG1IgNnHn2EjlpKjRwAMWYSeYoo4kFCyWJPQQjrC4RRdLMqCg6uYbT6ex0wlB+tuSl80Y0FzN/\ny0zRTwfe7Y4tb+sl+WATkawz/f1fPI6NEAclAfsVNX7tDLVmswIA8JvPeCRe/8xHDWo1zeTd7JDM\nY7MPYovU2W3UOb9agxkikkVS4NzxWXZ/yrF2X2o57blUy6mWJblukxZrOAe1nov2SWVtJ3wrkrqO\nktwpwmOeCnL+tOs0S3QP+2aR0tuZ1Jj+019J0xCg5u1zcAiIT3zmjt+rouIg4qKXvHZgkRTnfarZ\n5Pm62CLNT4L6dVC/AZrfK7e2hbluOigh9vI49pLRtFsln1Q0J0rAyo9LdZiKB1araWqO00X2WuNE\nTtfNF3Wc5bZXsrPf4XkfddEaALV9UiXLutMBoAsRkRlPecj5u5qZrdg/qJnNigHe8P2Pxgv/x6cw\n72W5GzjL6UdnOplDs59rjUOr91vHadRa6wlOR7B569QkTgHNq0SUAq7JTSqv2+rfgiuZT55OGmIu\nM54KjmCrmGJKMro8NN8k0fXJNWhv+AgQA7qHPum0Pqfm0++XDOSEj2fzT38FOJ/qQy07uaxLvb3h\nI/L3zI5kO6duDuoBts7zGPdtRhOQGrZVsw4hoosA/AGAywFcD+CHmPmOieOeBuC/QGpJfpeZr9L9\n/wnA8wHcpoe+jJnfvecXXrEUF73ktbjrt34GFGScpbvnBHzfgWZHwCHA9R28c5LdDHPANZLhLBe2\nLhvCDzKaKOyTihGYNFjYsqopDt6J84YcbzEJovyohM6Q++fNGnQxIkTzoJTXdbpAL+s1HeUu8tJc\nfTv45G3rKSHgivGZAPDRW+5FiMA/e+A5g+Mfe78jS8/36a9taIOVlAN4otRAakmJ2K3W9387qPFr\n56hks2IBQQOtZSI3+oiZSuqzxgFRR4xpI5E0Czm4IJYdgBNJ3GW53IHATr6sTCIh6ct0RFqW26Fd\nnxKgGWS+dUlGzySSihqqtE/eMNd5lj8QUaX2ppUpIzuASd+lJN98+v0LBPRUmc88Rz13yVI7G04F\n2u8orFVWCC8F8JfMfBURvVQf/2x5ABF5AK8H8FQANwL4ByJ6FzP/kx7yn5n51ahYGcQQk2Qnc9Od\ndKQ7D/Ye8eQJ0JrGBdcDvgH8TOICOSGCQPY0AmCpylThmKf2Fse4/CRHgHyS1u21VsfOVs+O7Llp\nTZOd9QHq4tu0dadZUVvUA9J486RLj237M7IMaQcekMr0nOPJ4zc7n/Fhy8rutA50pVDj145RZfSK\nBVz9g1cq0YwLkrpZIdlqdaOXeenyWOT09T7fn/eyBWaV3GXri9ss3SPJ7YyhTZJZJLFal0xOHAKy\n7REwKNwfZC2cT157p4Pm2g8U5/GD/dS2SQoHhHxS0246MnP+4CfIDyG5wflkdvrOJfqKpXgmgDfr\n/TcD+L6JY74JwOeY+fPMPAfwVn1dxYriwhe/GlE9OEPXIXY9uJurlH4y3ZpkTn0HJAld94VOZPQk\noYcklSe5POpW7lNJXSR2TnZIThUco2w2XQgo6jTVvcM7s0Ay4paJpoy4NNsmOiUJnMKnv5ZHF/uC\nAVzz1Q1c81XJULbO4ZO3rad9V168tuk57TLKa8olU/rcGZyGdEiwr+JXzWxWTOKNz3oMnv+H1wjR\nDBFr0SWyCQAdqR0SnMxON1NiB20gooE8Y48BoPW5SB5J/GZ4h5TZTMbwagYPUajgnZd9QJ6Jjglr\nJE65jcmmIeZGfki2ifa6D8k5fCaa7Rc+LBYrgEwucjK3ub3uQ2D9YdiS7dJgpJ6Mq1y5tfRpgrGS\nmYFLmPlmvf8VAJdMHPMgAF8qHt8IoKy9+Aki+l8BfATAS6ZkrIozD/PhPP6GlyHM1WsTAFuWEwC3\nMs6WvHlwEtjrT2JRE57UE2sMotwQBBRZTs5NQpK6lOxmCfPetKxpbiTSmMgEJiCAB9lCOzaRw0gD\norhVlEQTkC5y21ee2yBWdsC1d8zxiAu3V+tuMvpBQI1fO0clmxVLcfUPXgkA+Pd/eu3Ae3PWOJyM\nAXNHmOkXsHc2/UI6Els1JvZhKK8ASEbGnghr7EDEaJngtayyZaR6TzND9rqP9TyW8ZMMQzFxSK2R\nGEhenFbnKfWcaplEDmCP9iufQveARy/9DNovfHi4o2gISnPXTY63UZPmmdnMQC6k55Zh9uWPpx8z\nMECxB8cADvk122kMesmxR+M1Jz615eP3OS4moo8Uj3+HmX/HHhDRXwB4wMTrfr58wMxMRNv9Nfk/\nAfwy5J/lLwN4DYAf3+Y5KvYQ573wVbjn6pejO34vXDuHV6JJsyNim9a04sO5dlSIZ2iKusw8aMFI\n5rg+E1DuGcRuLdkfQWVz70Ba804kY3xLKd1q1T2LWCIjgo34OZlspI2ZFjMBmXgEbG2E4rV3zNEF\nLuIzNAlAxaJfBnMAwDgB6XzOXC6DXYYRVrM5ssbSMzFuc5/i0MSvSjYrtoxS8jbMEdFazaYZIyuS\nlZFGKsl6AghIvpxdYLSedGycem9K1AYsQBOKTKcex0BjQZ2sttFl0qbz1Evz95ThVJj5+zLC2d7w\nkfyDUzQTtV/4MJKxeoniWEBqMRlA95Anbv7BxiCXbplWk+1iFCP3bdZuzlZQruK9q3n6KjMv/YCZ\n+TuXPUdEtxDRA5n5ZiJ6IIBbJw77MoAHF48v031g5luKc10N4E+2e/EVe4847xGcS53q7qhmNufr\n4Ciz1eE9OAbQ7Eiq8TbyiBi16SdKCQ9HkGuy6mB+wzGmwjTimGvG1QrJjN6hlkgETllOG/VYkrrc\ntEMIHRe1kBmOCJ+9c44rLljMOl53Z4eInF20Bp/P3jnPr1fCySz3I3iSWE6dfxnMheQgocavnaOS\nzYotoTR5L+8D2iwEW3lLgxAgUhC804J2ABFig+yRCKd0K1qQpWSbaV6d1jREXsknAOjMYqayaQiY\nIpQw7gkAxBOSu2j3s5uvEWsTQMbcITfucIyDrvXuoU9KHeT2/DKckmgaYoB+OuAYJaupoym3a3e0\nUxuTQ4R3AXgOgKv09p0Tx/wDgCuI6KGQIP1sAD8MABbo9bjvB/CPe37FFdsGRxlhad9Tf/IEKCix\nRHLwzY19zoNcUXpDWt9DBEKfVRQ7v7ljcBxK6rEXad663c2ZA7lRKOjh1ihkx5hbh8HqNKekcwfC\ndXd2aRTm5ee3iWjauR51cSaLV1www3V3aozT9ygJZ4mHXXDquvbr7uwm5XKT0WtWc8+wr+JXJZsV\nW4Y1CgHArHGDmereEY6p1N1GRmzM2DjAEaED0sxfy3Z2kbDmLYD6VMsZSX4A4kJRvUTjkjASAK8T\nh0prpJQlJAegH9oiFc+nZiP2QC/1WdQqQ7X3mGjS6R7yxAHhNHCMubscmDxm4TV2J2bJnefrQnpP\noyP96Io6J69gzdNVAN5GRM8DcAOAHwIAIroUYhHydGbuiejfAXgPZJn0Rma+Rl//60T0jZD/hdcD\n+Ldn+g+oODViiAD6ZIeEOwE3Uzl97ahI6kePAU0LNzsiCkXbAo18l8m32ZKMGxBlyRyATggSlw6i\nCLDLz+vilzjCuxaA1KBHddiIYBmGwWavo4SPMhFkzkpQiaGXp9WDAjcc79J+B4KfeK2RyOvvzseO\nIw0zEimdel/zVQaQLJsASyCs3Hd9x6jxa2eoZLNiSwjM8KCiczwTzZzhjFp4VGQ5vUOiU1GyndHl\nOs5Om3zs1jvpWrTsJrPUGAUuJg8puVVlXQIeDa2RUoZzVNyfqpOWSOrMTuYo05Bwzr70UekaL1CS\nym2HoakaTt0nWc14WllNAGhXMLPJ4JUL1sx8O4DvmNh/E4CnF4/fDWDBf46Zf3RPL7Bi11DaIYVO\nCFRcvxdOv2fctEIanQc1AHfIjwEtXLSYIIvSLKMXjUE6TcgKL8tsp1hQkig+5bUVD22yEFDUTtLy\nNafJ4I4wKX/bvhuOd3jIeafOUi5TvzcLKZbBLAd5HDTU+LVzVLJZsWPM1YPTOwIaIBJJEFfiGd3I\nd02Dbxdldd/FCO8cuhi1a91qNwmRGIgEclZgLxlPshoa9ecsR1wul8wnJPXSp9PMnMu6T4N3mN30\nSYAj5g96vB6fUwbbondjojlBMnkHM+SqjF5RkcEhgryTDKfeD+jg1qV20QFgzXSmUbEuiPUYAI5G\nOJFJZtAspnPScAgM4wWQLZFgaksAnJc4GfOc8BJGHO2+weop06k5TyIqiWZeQnOaTmRNQF863oMI\nuOxc+dm3rKZxqM1IouOhrM88TUyj2tVZlnOvJh5V7D9UslmxZZjBO4A00aLMcNqtPdeRNP/4mEev\nOVfMQLeJQhqPWufEFL7PxfEOBO8YxDKNw0HldCevN8KZzd89wGpXAqm3GlgclTyynDRkHezWbFSO\nnwMGBvKzmz659DOy7Oc4E5rk9AmimbrO+w7cd9oUtP3GIMO5zQra5+5dgX1FxaawxiC730O6xAGg\nP7mB9liPtm3BfQcXA7jpxNosRqnjDAFQqzNqWimrsQEMzElGL2s8RVXJcnpKUnJE41uV1mWf9a7b\ntLXgKJE1hpDBQCyLbyWcREDjM7kcE0HvMsksCWxk4EvHe+l6Z2n6LF9vjUCfv6tDYE6PP3vnPBFO\nI5lRM5klbDwxIETzux52n238n1ph1Pi1Y1SyWbFtjGV0w7wgot4RZt4JX1JLDziHEFgbgywASuaz\ntdVw1KkZQT3oLLNJEpBFXRd5PcvonKZv2FSONGmIeWtNQ1MZTv0Z6B7waLS3fGYwArNEynSW+0aS\ne6rxLOs/R8QzEc10nadHGle0ZLOi4qxhTDgjAJr3kuVcn6PZWAdCIadHL0Sz1/IaYJjlNEs1QJUX\npAynZTKTnK4NQ1CbNiIni+JoHsJypghRbpILB9uiXJ09YG+oBu8jIgnkLKURTe+AS481uOlELwMy\nOB+nPU+TneZff5+h5H7FBTN8/q6yvvPUxKvGoYoSlWxWnBZKkjkmnElSBwA4WNjqEOGJ0AUJRBKw\nXDpHufqWW5GCIgm5ZGAgoxvJJAgtjJDsKZdyOsS7cnG0ZTZyHhvDMznlqhHdJRMenHqO+aWP3dZn\nZp3psy99NHXGJukcWJDO4xOesa3zG1bS+gg1M1BxdjBu2uMQsw1SdOgB+HtPwh8J4HYmi8BmBuo7\nsMnpzut5lHi6EbGMMasi8qZItZ0RAMUkwcukIZ2dDgxs3Rj5fgDnDnZltuWUoSSh21sWf7Mdd+mx\n/BPPDG1Iyue84j5btzQyAvr5uzrN9GEwx93+FMNTHnL+ls+96qjxa+eoZLNiW7AvnB9ZIdlzsyaT\nRyOeiFq7Ezn50FmIdEWNT2SJqC6KTN5pFtRBsphEcqxXc+QIgrPlucIIammsLFG8qMUEpNbKsptW\nRGrHFJOG2ls+M1kdP3/glTv7IAupnPs5wmOeCvcxqeEm5xG+8emnOMFyrGJGYQ996ioqTokpezLL\ncAI9uhMnZepXI2STAHAno2e574BGiWU3T5O90lCHiaahfN/nY1L9ptoiuUbcNBwhBtbspdWgI43o\nLW2F0jhLq8cs/h5LkkYMSahlNU06BxYzl6cDM5sPEWm++gdvvAfAwavVrPFr56hks2JLCEoUxx3p\nfUE0AakBajSzNmtcynJ6R9I4xBBpHNBZucI+1/soHecEaTISJ3cALs0FDhEIBJWfCJQkeu0mZ4bz\nOv7NSXc6Qwv5yRfSuRNPzYGcrpkBjgNTZ/JYqJ3cCdGcffnjcu5unogm9x38J96TJPadNAcBwNHT\nmWNXUXFAwaPCQtLvR+zEDikCCPMe/b3riPMe/sgMzTlHhfD1nU4bCmDnVRFX0hiD1HACeYHqizhi\nx1AEoxnWg0MIp/etPPRa704AohrAU9H8CE5x0Dskkpr+xlINKojmzQXRtI9hK96Zy3DdnZ2S1mFG\n8x9uvlfcSCD19rVJsWKMSjYrFvD2T90OQKyMfvjK+y1I5t7RgGROrfjK+k3z5JylxpWsl0cSU/fW\nMbogdiE2TagFpYAWIQXyNubNwCY92ZSiVMeJoR1S0QQ0rM/UpzgmSX3QVcq7QzSNZEqneUxd53uB\nVZTRgZoZqDgzOP6Gl6X7573wVQvPW3c6kDOeMkhB5PYYAtysAcUI6ueiggAgH7M1UlAKqDWdCTpt\niEdxY2yVZDPTyZQZxmCcZdmpbmoNNKuZutDteWDQuJMKmDQrWnaOny7RvOF4J7K5TiSy8ZdAnp8u\n7ynX96RLj53W+6wyavzaGWoKpGIB98x73DPvcefJDq983/Vp/7gpqHGEX3vaw2XVnHzWFrd5H/P9\nEJMvWxeFYNp9CWJR9w2NgtPKHVl250IWirm8aQAmSnON8z6bKZcbgnj8fDkD2Y2OPx1Q8ePWz7O9\nkdaB2XUAQNyBhA6spoxeUXGmML/7XnQn1jG/+17c9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8Goucg+r4lMZnvrtQAzukseufS6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\nHyJ6W+0uRageAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,figsize=(10,8))\n", "WN04T.sossheig.isel(time_counter=47).plot(ax=ax1)\n", "WS04T.sossheig.isel(time_counter=47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 319, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 319, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Uwq0hPkWS+YJHYxiGsTG8gtXJNvoBs2gaxmqoB5+BOFx9El+bKHpEu45tidE0jD1OI1uq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58nGiA/EbTt8PPSksoHRARNLdaBM6wMHIWNVUYDOAt3Vgo+fWPMnfUhVRO4//4eWeH4zW9s8ubG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\nwxWhVdomEELEF8JHByv+4FduMC4cUZMQS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tTfC7xcIgxr2BkoBHYK4eZOwa1pxc+8tktU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\noPIjdV96VOPKHd9pL8ZPRaunvrkR2qlAbXQ1Nl2Fnxc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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,figsize=(10,8))\n", "WN04V.vomecrty.isel(time_counter=47,depthv=0).plot(ax=ax1)\n", "WS04V.vomecrty.isel(time_counter=47,depthv=0).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [], "source": [ "density13 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN04T.vosaline.isel(y=350,time_counter=47).values,\n", " WN04T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density14 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS04T.vosaline.isel(y=350,time_counter=47).values,\n", " WS04T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density13 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density13)\n", "masked_density14 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density14)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(10, 84)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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iHiUszN0RiIiIG2T/5FJEsi8NWRYRERHJMXJGcqneSxEREc+SXXsvFy1ydwQiItlWzkgu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\nYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "WN04V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanN0.4/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "WS04V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanS0.4/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "\n", "vgrid07 = WN04V2.variables['vomecrty']\n", "zlevels07 = WN04V2.variables['depthv']\n", "timesteps07 = WN04V2.variables['time_counter']\n", "\n", "vgrid08 = WS04V2.variables['vomecrty']\n", "zlevels08 = WS04V2.variables['depthv']\n", "timesteps08 = WS04V2.variables['time_counter']\n", "\n", "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(WN04V2, t)\n", "\n", "vgrid_tzyx07 = np.ma.masked_values(vgrid07[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels07[:zmax], vgrid_tzyx07,\n", " cmap=cmap, #vmin=-0.5, vmax=0.2\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density13,colors='black')\n", "ax1.set_ylim((50,1))\n", "ax1.set_xlim((10,84))\n", "\n", "vgrid_tzyx08 = np.ma.masked_values(vgrid08[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels08[:zmax], vgrid_tzyx08,\n", " cmap=cmap, #vmin=-0.5, vmax=0.2\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density14,colors='black')\n", "ax2.set_xlim((10,84))" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density13a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WN04T.vosaline.isel(y=180,time_counter=47).values,\n", " WN04T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "density14a = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [WS04T.vosaline.isel(y=180,time_counter=47).values,\n", " WS04T.votemper.isel(y=180,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density13a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density13a)\n", "masked_density14a = ma.masked_where(new_domain.isel(y=180,t=0)==0, density14a)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(75, 259)" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ZmZlkZ2eT1KuXX2JxpKeT2LOn1pMNQDWa02mM6Q4MBZYC7a21e1xNe3EOv5VK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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 180\n", "section_slice = np.arange(75, 260)\n", "timestamp = nc_tools.timestamp(WN04V2, t)\n", "\n", "vgrid_tzyx07 = np.ma.masked_values(vgrid07[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels07[:zmax], vgrid_tzyx07,\n", " cmap=cmap, #vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density13a,colors='black')\n", "ax1.set_xlim((75,259))\n", "ax1.set_ylim((50,1))\n", "\n", "vgrid_tzyx08 = np.ma.masked_values(vgrid08[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels08[:zmax], vgrid_tzyx08,\n", " cmap=cmap, #vmin=-0.2, vmax=0.15\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density14a,colors='black')\n", "ax2.set_xlim((75,259))" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "# June with rr_vtau = 0.4, -0.4" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SN04T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.4/SalishSea_1h_20160601_20160602_grid_T.nc')\n", "SN04V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunN0.4/SalishSea_1h_20160601_20160602_grid_V.nc')\n", "SS04T = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JanS0.4/SalishSea_1h_20170101_20170102_grid_T.nc')\n", "SS04V = xr.open_dataset('/data/vdo/MEOPAR/completed-runs/JunS0.4/SalishSea_1h_20160601_20160602_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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oiqIok+LY6x/t9xAUpS7q2VRmPItO/SKmkMNYvffqFd4z0APXwAzyDChKPb7+m8eYVbBE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5zZnAMhm2kTrhdJoiOA06vydgBifzXdtWybGX2Ec0xjfnxtSvCYFunYyxIkkLgA+8ymZk2SCdJx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\nU6FQKBQKhUKxblCyqVAoFAqFQqFYN/z/vqVROTI+tQ4AAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,figsize = (10,8))\n", "SN04T.sossheig.isel(time_counter=47).plot(ax=ax1)\n", "SS04T.sossheig.isel(time_counter=47).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Uwq0hPkWS+YJHYxiGsTG8gtXJNvoBs2gaxmqoB5+BOFx9El+bKHpEu45tidE0jD1OI1uq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58nGiA/EbTt8PPSksoHRARNLdaBM6wMHIWNVUYDOAt3Vgo+fWPMnfUhVRO4//4eWeH4zW9s8ubG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\nwxWhVdomEELEF8JHByv+4FduMC4cUZMQS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tTfC7xcIgxr2BkoBHYK4eZOwa1pxc+8tktU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\noPIjdV96VOPKHd9pL8ZPRaunvrkR2qlAbXQ1Nl2Fnxc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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2,figsize = (10,8))\n", "SN04V.vomecrty.isel(time_counter=47,depthv=0).plot(ax=ax1)\n", "SS04V.vomecrty.isel(time_counter=47,depthv=0).plot(ax=ax2)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": true }, "outputs": [], "source": [ "density15 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SN04T.vosaline.isel(y=350,time_counter=47).values,\n", " SN04T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "density16 = gsw_calls.generic_gsw_caller('gsw_rho.m',\n", " [SS04T.vosaline.isel(y=350,time_counter=47).values,\n", " SS04T.votemper.isel(y=350,time_counter=47).values,\n", " np.array(0)])\n", "\n", "masked_density15 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density15)\n", "masked_density16 = ma.masked_where(new_domain.isel(y=350,t=0)==0, density16)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SN04V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanN0.4/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "SS04V2 = nc.Dataset('/data/vdo/MEOPAR/completed-runs/JanS0.4/SalishSea_1h_20170101_20170102_grid_V.nc')\n", "\n", "vgrid07 = SN002V2.variables['vomecrty']\n", "zlevels07 = SN002V2.variables['depthv']\n", "timesteps07 = SN002V2.variables['time_counter']\n", "\n", "vgrid08 = WS04V2.variables['vomecrty']\n", "zlevels08 = WS04V2.variables['depthv']\n", "timesteps08 = WS04V2.variables['time_counter']\n", "\n", "fig,(ax1,ax2) = plt.subplots(1,2,sharey=True,figsize = (16,8))\n", "land_colour = 'burlywood'\n", "\n", "t, zmax, ylocn = 47, 50, 350\n", "section_slice = np.arange(10, 85)\n", "timestamp = nc_tools.timestamp(WN04V2, t)\n", "\n", "vgrid_tzyx07 = np.ma.masked_values(vgrid07[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax1.contourf(\n", " section_slice[:], zlevels07[:zmax], vgrid_tzyx07,\n", " cmap=cmap, #vmin=-0.5, vmax=0.2\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax1)\n", "ax1.contour(masked_density13,colors='black')\n", "ax1.set_ylim((50,1))\n", "ax1.set_xlim((10,84))\n", "\n", "vgrid_tzyx08 = np.ma.masked_values(vgrid08[t, :zmax, ylocn, section_slice], 0)\n", "\n", "cmap = plt.get_cmap('bwr')\n", "cmap.set_bad(land_colour)\n", "mesh = ax2.contourf(\n", " section_slice[:], zlevels08[:zmax], vgrid_tzyx08,\n", " cmap=cmap, #vmin=-0.5, vmax=0.2\n", ")\n", "cbar = fig.colorbar(mesh, ax=ax2)\n", "ax2.contour(masked_density14,colors='black')\n", "ax2.set_xlim((10,84))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.0" } }, "nbformat": 4, "nbformat_minor": 2 }